SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1.1366771398795 [1] => -1.0409586076789 [2] => -1.1191864077192 [3] => -1.0506099933551 [4] => -0.95860731484177 [5] => -0.87942606879415 [6] => -0.86966623150499 [7] => -0.81247927916354 [8] => -0.77469071827414 [9] => -0.70114692359029 [10] => -0.72124639904717 [11] => -0.73754891026957 [12] => -0.64206515299955 [13] => -0.60906489289662 [14] => -0.67571754470231 [15] => -0.66554624884907 [16] => -0.58670023591875 [17] => -0.52724355068279 [18] => -0.53461714855158 [19] => -0.51999305704285 [20] => -0.43533393574791 [21] => -0.40230481407449 [22] => -0.32605800136591 [23] => -0.37365963262496 [24] => -0.22841251911874 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.69315842914776 [SumXX] => 81.25 [SumXY] => 10.805622946656 [SumYY] => 1.4955990643062 [Slope] => 0.13299228242038 [YInt] => -1.0921352764089 [PredictedY] => Array ( [0] => -1.0921352764089 [1] => -1.0588872058038 [2] => -1.0256391351987 [3] => -0.99239106459361 [4] => -0.95914299398852 [5] => -0.92589492338342 [6] => -0.89264685277833 [7] => -0.85939878217323 [8] => -0.82615071156814 [9] => -0.79290264096304 [10] => -0.75965457035795 [11] => -0.72640649975285 [12] => -0.69315842914776 [13] => -0.65991035854266 [14] => -0.62666228793757 [15] => -0.59341421733247 [16] => -0.56016614672738 [17] => -0.52691807612228 [18] => -0.49367000551719 [19] => -0.46042193491209 [20] => -0.427173864307 [21] => -0.3939257937019 [22] => -0.36067772309681 [23] => -0.32742965249171 [24] => -0.29418158188662 ) [Error] => Array ( [0] => -0.044541863470648 [1] => 0.017928598124895 [2] => -0.093547272520503 [3] => -0.058218928761476 [4] => 0.00053567914674113 [5] => 0.046468854589271 [6] => 0.022980621273332 [7] => 0.046919503009694 [8] => 0.051459993293999 [9] => 0.091755717372748 [10] => 0.038408171310775 [11] => -0.01114241051672 [12] => 0.05109327614821 [13] => 0.05084546564604 [14] => -0.049055256764742 [15] => -0.072132031516598 [16] => -0.026534089191372 [17] => -0.00032547456050702 [18] => -0.040947143034396 [19] => -0.059571122130759 [20] => -0.0081600714409151 [21] => -0.0083790203725871 [22] => 0.034619721730893 [23] => -0.046229980133247 [24] => 0.065769062767871 ) [SquaredError] => Array ( [0] => 0.0019839776014378 [1] => 0.00032143463072398 [2] => 0.0087510921960252 [3] => 0.0033894436661338 [4] => 2.8695214825331E-7 [5] => 0.0021593544468388 [6] => 0.00052810895410832 [7] => 0.0022014397626767 [8] => 0.0026481309098184 [9] => 0.0084191116705875 [10] => 0.0014751876234378 [11] => 0.00012415331212311 [12] => 0.0026105228675572 [13] => 0.0025852613767626 [14] => 0.0024064182162547 [15] => 0.0052030299707115 [16] => 0.00070405788921571 [17] => 1.0593368953724E-7 [18] => 0.0016766685226793 [19] => 0.0035487185919178 [20] => 6.6586765920838E-5 [21] => 7.020798240423E-5 [22] => 0.0011985251327245 [23] => 0.0021372110631204 [24] => 0.0043255696173641 ) [TotalError] => 1.4955990643062 [SumError] => -2.8033131371785E-15 [SumSquaredError] => 0.058534605656382 [ErrorVariance] => 0.0025449828546253 [StdErr] => 0.050447823091044 [SlopeStdErr] => 0.0055966834735476 [SlopeVal] => [YIntStdErr] => 0.019588392157417 [YIntTVal] => -55.75420726889 [R] => 0.98023573728138 [RSquared] => 0.96086210064357 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 23.762695004811 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1.0409586076789 [1] => -1.1191864077192 [2] => -1.0506099933551 [3] => -0.95860731484177 [4] => -0.87942606879415 [5] => -0.86966623150499 [6] => -0.81247927916354 [7] => -0.77469071827414 [8] => -0.70114692359029 [9] => -0.72124639904717 [10] => -0.73754891026957 [11] => -0.64206515299955 [12] => -0.60906489289662 [13] => -0.67571754470231 [14] => -0.66554624884907 [15] => -0.58670023591875 [16] => -0.52724355068279 [17] => -0.53461714855158 [18] => -0.51999305704285 [19] => -0.43533393574791 [20] => -0.40230481407449 [21] => -0.32605800136591 [22] => -0.37365963262496 [23] => -0.22841251911874 [24] => -0.26520017041115 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.65829935036902 [SumXX] => 81.25 [SumXY] => 10.648061912987 [SumYY] => 1.4516596044253 [Slope] => 0.13105306969831 [YInt] => -1.0514585594639 [PredictedY] => Array ( [0] => -1.0514585594639 [1] => -1.0186952920394 [2] => -0.98593202461479 [3] => -0.95316875719021 [4] => -0.92040548976563 [5] => -0.88764222234106 [6] => -0.85487895491648 [7] => -0.8221156874919 [8] => -0.78935242006733 [9] => -0.75658915264275 [10] => -0.72382588521817 [11] => -0.6910626177936 [12] => -0.65829935036902 [13] => -0.62553608294444 [14] => -0.59277281551987 [15] => -0.56000954809529 [16] => -0.52724628067071 [17] => -0.49448301324614 [18] => -0.46171974582156 [19] => -0.42895647839698 [20] => -0.39619321097241 [21] => -0.36342994354783 [22] => -0.33066667612325 [23] => -0.29790340869868 [24] => -0.2651401412741 ) [Error] => Array ( [0] => 0.010499951785032 [1] => -0.10049111567985 [2] => -0.064677968740302 [3] => -0.005438557651566 [4] => 0.040979420971482 [5] => 0.017975990836062 [6] => 0.042399675752942 [7] => 0.047424969217766 [8] => 0.088205496477033 [9] => 0.035342753595579 [10] => -0.013723025051398 [11] => 0.04899746479405 [12] => 0.049234457472399 [13] => -0.050181461757864 [14] => -0.072773433329202 [15] => -0.026690687823458 [16] => 2.7299879260534E-6 [17] => -0.040134135305445 [18] => -0.058273311221289 [19] => -0.0063774573509266 [20] => -0.0061116031020802 [21] => 0.037371942181919 [22] => -0.042992956501703 [23] => 0.069490889579933 [24] => -6.002913705172E-5 ) [SquaredError] => Array ( [0] => 0.000110248987488 [1] => 0.01009846433058 [2] => 0.0041832396403715 [3] => 2.9577909329407E-5 [4] => 0.001679312943158 [5] => 0.00032313624653818 [6] => 0.0017977325039546 [7] => 0.002249127705306 [8] => 0.0077802096087598 [9] => 0.0012491102317178 [10] => 0.00018832141656128 [11] => 0.0024007515562442 [12] => 0.0024240318026015 [13] => 0.002518179104156 [14] => 0.0052959725985198 [15] => 0.00071239281648928 [16] => 7.4528340763973E-12 [17] => 0.0016107488167157 [18] => 0.0033957788006932 [19] => 4.0671962262888E-5 [20] => 3.7351692477356E-5 [21] => 0.0013966620624487 [22] => 0.0018483943087573 [23] => 0.0048289837346105 [24] => 3.6034972951742E-9 ) [TotalError] => 1.4516596044253 [SumError] => -8.3544282603043E-15 [SumSquaredError] => 0.056198404390691 [ErrorVariance] => 0.0024434088865518 [StdErr] => 0.049430849543092 [SlopeStdErr] => 0.0054838603882266 [SlopeVal] => [YIntStdErr] => 0.019193511358793 [YIntTVal] => -54.781980212403 [R] => 0.9804523390359 [RSquared] => 0.96128678912097 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 23.89795881377 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1.1191864077192 [1] => -1.0506099933551 [2] => -0.95860731484177 [3] => -0.87942606879415 [4] => -0.86966623150499 [5] => -0.81247927916354 [6] => -0.77469071827414 [7] => -0.70114692359029 [8] => -0.72124639904717 [9] => -0.73754891026957 [10] => -0.64206515299955 [11] => -0.60906489289662 [12] => -0.67571754470231 [13] => -0.66554624884907 [14] => -0.58670023591875 [15] => -0.52724355068279 [16] => -0.53461714855158 [17] => -0.51999305704285 [18] => -0.43533393574791 [19] => -0.40230481407449 [20] => -0.32605800136591 [21] => -0.37365963262496 [22] => -0.22841251911874 [23] => -0.26520017041115 [24] => -0.17263072694617 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.62356623513971 [SumXX] => 81.25 [SumXY] => 10.861425196999 [SumYY] => 1.5109457766595 [Slope] => 0.13367907934768 [YInt] => -1.0246034731827 [PredictedY] => Array ( [0] => -1.0246034731827 [1] => -0.99118370334582 [2] => -0.9577639335089 [3] => -0.92434416367199 [4] => -0.89092439383507 [5] => -0.85750462399815 [6] => -0.82408485416123 [7] => -0.79066508432431 [8] => -0.75724531448739 [9] => -0.72382554465047 [10] => -0.69040577481355 [11] => 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-0.0092514034775548 [24] => 0.049898270150504 ) [SquaredError] => Array ( [0] => 0.0089459315055293 [1] => 0.0035314839442651 [2] => 7.112920726343E-7 [3] => 0.0020176352474542 [4] => 0.00045190946565169 [5] => 0.0020272816774755 [6] => 0.0024397806600323 [7] => 0.0080135011012008 [8] => 0.0012959219128719 [9] => 0.00018833076391554 [10] => 0.0023368157173645 [11] => 0.0022964329829848 [12] => 0.0027197590890937 [13] => 0.0056851273588255 [14] => 0.00089841312728018 [15] => 1.5497016814479E-5 [16] => 0.0020007722522692 [17] => 0.0040355108871471 [18] => 0.00015095365004354 [19] => 0.00016070551243014 [20] => 0.00090902702723581 [21] => 0.0025878918107809 [22] => 0.0037156360879632 [23] => 8.5588466304513E-5 [24] => 0.0024898373640127 ) [TotalError] => 1.5109457766595 [SumError] => 6.9388939039072E-16 [SumSquaredError] => 0.059000455921019 [ErrorVariance] => 0.0025652372139574 [StdErr] => 0.050648170884617 [SlopeStdErr] => 0.0056189100656292 [SlopeVal] => [YIntStdErr] => 0.019666185229702 [YIntTVal] => -52.09975708127 [R] => 0.98028123935192 [RSquared] => 0.96095130822533 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 23.790927027893 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1.0506099933551 [1] => -0.95860731484177 [2] => -0.87942606879415 [3] => -0.86966623150499 [4] => -0.81247927916354 [5] => -0.77469071827414 [6] => -0.70114692359029 [7] => -0.72124639904717 [8] => -0.73754891026957 [9] => -0.64206515299955 [10] => -0.60906489289662 [11] => -0.67571754470231 [12] => -0.66554624884907 [13] => -0.58670023591875 [14] => -0.52724355068279 [15] => -0.53461714855158 [16] => -0.51999305704285 [17] => -0.43533393574791 [18] => -0.40230481407449 [19] => -0.32605800136591 [20] => -0.37365963262496 [21] => -0.22841251911874 [22] => -0.26520017041115 [23] => -0.17263072694617 [24] => -0.20134935455473 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.58685275301313 [SumXX] => 81.25 [SumXY] => 10.51731027787 [SumYY] => 1.4098765211962 [Slope] => 0.12944381880456 [YInt] => -0.97518420942681 [PredictedY] => Array ( [0] => -0.97518420942681 [1] => -0.94282325472567 [2] => -0.91046230002453 [3] => -0.87810134532339 [4] => -0.84574039062225 [5] => -0.81337943592111 [6] => -0.78101848121997 [7] => -0.74865752651883 [8] => -0.71629657181769 [9] => -0.68393561711655 [10] => -0.65157466241541 [11] => -0.61921370771427 [12] => -0.58685275301313 [13] => -0.55449179831199 [14] => -0.52213084361085 [15] => -0.48976988890971 [16] => -0.45740893420857 [17] => -0.42504797950743 [18] => -0.39268702480629 [19] => -0.36032607010515 [20] => -0.32796511540402 [21] => -0.29560416070288 [22] => -0.26324320600174 [23] => -0.2308822513006 [24] => -0.19852129659946 ) [Error] => Array ( [0] => -0.075425783928281 [1] => -0.015784060116108 [2] => 0.031036231230377 [3] => 0.008435113818394 [4] => 0.033261111458711 [5] => 0.038688717646972 [6] => 0.079871557629676 [7] => 0.027411127471659 [8] => -0.02125233845188 [9] => 0.041870464117004 [10] => 0.04250976951879 [11] => -0.056503836988036 [12] => -0.078693495835937 [13] => -0.032208437606756 [14] => -0.0051127070719349 [15] => -0.044847259641869 [16] => -0.062584122834276 [17] => -0.010285956240477 [18] => -0.0096177892681932 [19] => 0.034268068739243 [20] => -0.045694517220942 [21] => 0.067191641584131 [22] => -0.0019569644094168 [23] => 0.058251524354422 [24] => -0.002828057955274 ) [SquaredError] => Array ( [0] => 0.0056890488811957 [1] => 0.00024913655374891 [2] => 0.00096324764898544 [3] => 7.1151145129262E-5 [4] => 0.0011063015354688 [5] => 0.0014968168731671 [6] => 0.0063794657181906 [7] => 0.00075136990926752 [8] => 0.00045166188967328 [9] => 0.0017531357653733 [10] => 0.0018070805045406 [11] => 0.0031926835943705 [12] => 0.0061926662868807 [13] => 0.0010373834530683 [14] => 2.6139773603413E-5 [15] => 0.0020112766973852 [16] => 0.0039167724309357 [17] => 0.000105800895781 [18] => 9.2501870407372E-5 [19] => 0.0011743005351175 [20] => 0.002087988904055 [21] => 0.0045147166987703 [22] => 3.8297096997242E-6 [23] => 0.0033932400896138 [24] => 7.9979117983885E-6 ) [TotalError] => 1.4098765211962 [SumError] => -1.5543122344752E-15 [SumSquaredError] => 0.048475715276228 [ErrorVariance] => 0.0021076397946186 [StdErr] => 0.045909038267193 [SlopeStdErr] => 0.0050931505070647 [SlopeVal] => [YIntStdErr] => 0.017826026774726 [YIntTVal] => -54.705640339855 [R] => 0.98265815472539 [RSquared] => 0.96561704904831 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 25.415274617353 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.95860731484177 [1] => -0.87942606879415 [2] => -0.86966623150499 [3] => -0.81247927916354 [4] => -0.77469071827414 [5] => -0.70114692359029 [6] => -0.72124639904717 [7] => -0.73754891026957 [8] => -0.64206515299955 [9] => -0.60906489289662 [10] => -0.67571754470231 [11] => -0.66554624884907 [12] => -0.58670023591875 [13] => -0.52724355068279 [14] => -0.53461714855158 [15] => -0.51999305704285 [16] => -0.43533393574791 [17] => -0.40230481407449 [18] => -0.32605800136591 [19] => -0.37365963262496 [20] => -0.22841251911874 [21] => -0.26520017041115 [22] => -0.17263072694617 [23] => -0.20134935455473 [24] => -0.22257317761069 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.55373128038336 [SumXX] => 81.25 [SumXY] => 10.102937972966 [SumYY] => 1.3000795535529 [Slope] => 0.12434385197497 [YInt] => -0.92676283630827 [PredictedY] => Array ( [0] => -0.92676283630827 [1] => -0.89567687331452 [2] => -0.86459091032078 [3] => -0.83350494732704 [4] => -0.8024189843333 [5] => -0.77133302133955 [6] => -0.74024705834581 [7] => -0.70916109535207 [8] => -0.67807513235833 [9] => -0.64698916936458 [10] => -0.61590320637084 [11] => -0.5848172433771 [12] => -0.55373128038336 [13] => -0.52264531738961 [14] => -0.49155935439587 [15] => -0.46047339140213 [16] => -0.42938742840839 [17] => -0.39830146541464 [18] => -0.3672155024209 [19] => -0.33612953942716 [20] => -0.30504357643342 [21] => -0.27395761343967 [22] => -0.24287165044593 [23] => -0.21178568745219 [24] => -0.18069972445844 ) [Error] => Array ( [0] => -0.031844478533508 [1] => 0.016250804520374 [2] => -0.0050753211842122 [3] => 0.021025668163502 [4] => 0.027728266059159 [5] => 0.070186097749261 [6] => 0.01900065929864 [7] => -0.028387814917502 [8] => 0.03600997935878 [9] => 0.037924276467963 [10] => -0.059814338331466 [11] => -0.080729005471971 [12] => -0.032968955535392 [13] => -0.0045982332931743 [14] => -0.043057794155711 [15] => -0.059519665640721 [16] => -0.0059465073395251 [17] => -0.0040033486598447 [18] => 0.041157501054988 [19] => -0.0375300931978 [20] => 0.076631057314671 [21] => 0.0087574430285198 [22] => 0.070240923499755 [23] => 0.010436332897456 [24] => -0.041873453152244 ) [SquaredError] => Array ( [0] => 0.0010140708130711 [1] => 0.00026408864755941 [2] => 2.5758885122913E-5 [3] => 0.00044207872172171 [4] => 0.00076885673864753 [5] => 0.0049260883172688 [6] => 0.00036102505378301 [7] => 0.00080586803579034 [8] => 0.0012967186134198 [9] => 0.0014382507456185 [10] => 0.0035777550700311 [11] => 0.0065171723244935 [12] => 0.0010869520290947 [13] => 2.1143749418457E-5 [14] => 0.0018539736375556 [15] => 0.0035425905979832 [16] => 3.5360949539025E-5 [17] => 1.602680049228E-5 [18] => 0.0016939398930914 [19] => 0.0014085078954355 [20] => 0.0058723189451643 [21] => 7.669280839777E-5 [22] => 0.0049337873340985 [23] => 0.00010891704434653 [24] => 0.0017533860788931 ) [TotalError] => 1.3000795535529 [SumError] => -1.2212453270877E-15 [SumSquaredError] => 0.043841329730038 [ErrorVariance] => 0.0019061447708712 [StdErr] => 0.043659417894324 [SlopeStdErr] => 0.0048435775346122 [SlopeVal] => [YIntStdErr] => 0.016952521371143 [YIntTVal] => -54.668141453333 [R] => 0.98299438646873 [RSquared] => 0.96627796382904 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 25.67190286238 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.87942606879415 [1] => -0.86966623150499 [2] => -0.81247927916354 [3] => -0.77469071827414 [4] => -0.70114692359029 [5] => -0.72124639904717 [6] => -0.73754891026957 [7] => -0.64206515299955 [8] => -0.60906489289662 [9] => -0.67571754470231 [10] => -0.66554624884907 [11] => -0.58670023591875 [12] => -0.52724355068279 [13] => -0.53461714855158 [14] => -0.51999305704285 [15] => -0.43533393574791 [16] => -0.40230481407449 [17] => -0.32605800136591 [18] => -0.37365963262496 [19] => -0.22841251911874 [20] => -0.26520017041115 [21] => -0.17263072694617 [22] => -0.20134935455473 [23] => -0.22257317761069 [24] => -0.18708664335714 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.52287045352397 [SumXX] => 81.25 [SumXY] => 9.8870247720551 [SumYY] => 1.2467734742731 [Slope] => 0.12168645873299 [YInt] => -0.88792982972293 [PredictedY] => Array ( [0] => -0.88792982972293 [1] => -0.85750821503968 [2] => -0.82708660035644 [3] => -0.79666498567319 [4] => -0.76624337098994 [5] => -0.7358217563067 [6] => -0.70540014162345 [7] => -0.6749785269402 [8] => -0.64455691225696 [9] => -0.61413529757371 [10] => -0.58371368289046 [11] => -0.55329206820722 [12] => -0.52287045352397 [13] => -0.49244883884072 [14] => -0.46202722415748 [15] => -0.43160560947423 [16] => -0.40118399479098 [17] => -0.37076238010774 [18] => -0.34034076542449 [19] => -0.30991915074125 [20] => -0.279497536058 [21] => -0.24907592137475 [22] => -0.21865430669151 [23] => -0.18823269200826 [24] => -0.15781107732501 ) [Error] => Array ( [0] => 0.0085037609287782 [1] => -0.012158016465312 [2] => 0.014607321192898 [3] => 0.021974267399052 [4] => 0.065096447399649 [5] => 0.014575357259525 [6] => -0.032148768646121 [7] => 0.032913373940657 [8] => 0.035492019360336 [9] => -0.061582247128597 [10] => -0.081832565958606 [11] => -0.033408167711531 [12] => -0.0043730971588171 [13] => -0.042168309710857 [14] => -0.057965832885372 [15] => -0.0037283262736795 [16] => -0.001120819283503 [17] => 0.044704378741826 [18] => -0.033318867200466 [19] => 0.081506631622501 [20] => 0.014297365646846 [21] => 0.076445194428578 [22] => 0.017304952136775 [23] => -0.034340485602429 [24] => -0.029275566032132 ) [SquaredError] => Array ( [0] => 7.2313949933815E-5 [1] => 0.0001478173643708 [2] => 0.0002133738324325 [3] => 0.00048286842772503 [4] => 0.0042375474640553 [5] => 0.00021244103924279 [6] => 0.0010335433254618 [7] => 0.0010832901841575 [8] => 0.0012596834382744 [9] => 0.0037923731614076 [10] => 0.0066965688513695 [11] => 0.0011161056698418 [12] => 1.9123978760454E-5 [13] => 0.0017781663438708 [14] => 0.0033600377820948 [15] => 1.3900416803009E-5 [16] => 1.2562358662722E-6 [17] => 0.0019984814786926 [18] => 0.0011101469115223 [19] => 0.006643330998446 [20] => 0.00020441466443961 [21] => 0.005843867751223 [22] => 0.00029946136845606 [23] => 0.0011792689514107 [24] => 0.0008570587665017 ) [TotalError] => 1.2467734742731 [SumError] => -2.5257573810222E-15 [SumSquaredError] => 0.04365644235636 [ErrorVariance] => 0.001898106189407 [StdErr] => 0.043567260522174 [SlopeStdErr] => 0.0048333535921291 [SlopeVal] => [YIntStdErr] => 0.016916737572452 [YIntTVal] => -52.488242837607 [R] => 0.98233622721087 [RSquared] => 0.96498446329088 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 25.176403177112 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.86966623150499 [1] => -0.81247927916354 [2] => -0.77469071827414 [3] => -0.70114692359029 [4] => -0.72124639904717 [5] => -0.73754891026957 [6] => -0.64206515299955 [7] => -0.60906489289662 [8] => -0.67571754470231 [9] => -0.66554624884907 [10] => -0.58670023591875 [11] => -0.52724355068279 [12] => -0.53461714855158 [13] => -0.51999305704285 [14] => -0.43533393574791 [15] => -0.40230481407449 [16] => -0.32605800136591 [17] => -0.37365963262496 [18] => -0.22841251911874 [19] => -0.26520017041115 [20] => -0.17263072694617 [21] => -0.20134935455473 [22] => -0.22257317761069 [23] => -0.18708664335714 [24] => -0.23957751657679 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.49727651143528 [SumXX] => 81.25 [SumXY] => 9.5780978332686 [SumYY] => 1.1835202088255 [Slope] => 0.11788428102484 [YInt] => -0.85092935450981 [PredictedY] => Array ( [0] => -0.85092935450981 [1] => -0.8214582842536 [2] => -0.79198721399739 [3] => -0.76251614374118 [4] => -0.73304507348496 [5] => -0.70357400322875 [6] => -0.67410293297254 [7] => -0.64463186271633 [8] => -0.61516079246012 [9] => 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[22] => -0.020007368737522 [23] => -0.013991904740189 [24] => -0.095953848216044 ) [SquaredError] => Array ( [0] => 0.00035107055953272 [1] => 8.0622532407325E-5 [2] => 0.00029916876430437 [3] => 0.0037661811819274 [4] => 0.00013920871848903 [5] => 0.0011542943084322 [6] => 0.0010264193455981 [7] => 0.0012650093421562 [8] => 0.0036671202421216 [9] => 0.0063770648478292 [10] => 0.00092912696138417 [11] => 2.4598524033169E-7 [12] => 0.0013943231802516 [13] => 0.0027235472495459 [14] => 9.0026112390381E-6 [15] => 4.3013746379483E-5 [16] => 0.0028445399877733 [17] => 0.00056351507524392 [18] => 0.0084709144349483 [19] => 0.00066454906765639 [20] => 0.007899160668545 [21] => 0.00094172416451951 [22] => 0.00040029480379919 [23] => 0.00019577339825853 [24] => 0.0092071409874676 ) [TotalError] => 1.1835202088255 [SumError] => -2.1926904736347E-15 [SumSquaredError] => 0.05441303216505 [ErrorVariance] => 0.0023657840071761 [StdErr] => 0.048639325726989 [SlopeStdErr] => 0.0053960487050047 [SlopeVal] => [YIntStdErr] => 0.018886170467516 [YIntTVal] => -45.0556853743 [R] => 0.97674173480848 [RSquared] => 0.95402441651668 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 21.846407893893 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.81247927916354 [1] => -0.77469071827414 [2] => -0.70114692359029 [3] => -0.72124639904717 [4] => -0.73754891026957 [5] => -0.64206515299955 [6] => -0.60906489289662 [7] => -0.67571754470231 [8] => -0.66554624884907 [9] => -0.58670023591875 [10] => -0.52724355068279 [11] => -0.53461714855158 [12] => -0.51999305704285 [13] => -0.43533393574791 [14] => -0.40230481407449 [15] => -0.32605800136591 [16] => -0.37365963262496 [17] => -0.22841251911874 [18] => -0.26520017041115 [19] => -0.17263072694617 [20] => -0.20134935455473 [21] => -0.22257317761069 [22] => -0.18708664335714 [23] => -0.23957751657679 [24] => -0.29756946355447 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.47439264071726 [SumXX] => 81.25 [SumXY] => 8.9669523866844 [SumYY] => 1.0716372217092 [Slope] => 0.11036249091304 [YInt] => -0.80548011345637 [PredictedY] => Array ( [0] => -0.80548011345637 [1] => -0.77788949072811 [2] => -0.75029886799985 [3] => -0.72270824527159 [4] => -0.69511762254333 [5] => -0.66752699981507 [6] => -0.63993637708681 [7] => -0.61234575435855 [8] => -0.58475513163029 [9] => -0.55716450890203 [10] => -0.52957388617377 [11] => -0.50198326344552 [12] => -0.47439264071726 [13] => -0.446802017989 [14] => -0.41921139526074 [15] => -0.39162077253248 [16] => -0.36403014980422 [17] => -0.33643952707596 [18] => -0.3088489043477 [19] => -0.28125828161944 [20] => -0.25366765889118 [21] => -0.22607703616292 [22] => -0.19848641343466 [23] => -0.1708957907064 [24] => -0.14330516797814 ) [Error] => Array ( [0] => -0.0069991657071654 [1] => 0.0031987724539748 [2] => 0.049151944409559 [3] => 0.0014618462244216 [4] => -0.042431287726238 [5] => 0.025461846815527 [6] => 0.030871484190192 [7] => -0.063371790343754 [8] => -0.080791117218775 [9] => -0.029535727016714 [10] => 0.002330335490987 [11] => -0.032633885106067 [12] => -0.045600416325594 [13] => 0.011468082241085 [14] => 0.016906581186248 [15] => 0.065562771166564 [16] => -0.0096294828207411 [17] => 0.10802700795721 [18] => 0.043648733936544 [19] => 0.10862755467326 [20] => 0.052318304336447 [21] => 0.0035038585522296 [22] => 0.011399770077514 [23] => -0.068681725870389 [24] => -0.15426429557634 ) [SquaredError] => Array ( [0] => 4.898832059636E-5 [1] => 1.0232145212308E-5 [2] => 0.0024159136392404 [3] => 2.1369943838556E-6 [4] => 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/usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.658345507477 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.77469071827414 [1] => -0.70114692359029 [2] => -0.72124639904717 [3] => -0.73754891026957 [4] => -0.64206515299955 [5] => -0.60906489289662 [6] => -0.67571754470231 [7] => -0.66554624884907 [8] => -0.58670023591875 [9] => -0.52724355068279 [10] => -0.53461714855158 [11] => -0.51999305704285 [12] => -0.43533393574791 [13] => -0.40230481407449 [14] => -0.32605800136591 [15] => -0.37365963262496 [16] => -0.22841251911874 [17] => -0.26520017041115 [18] => -0.17263072694617 [19] => -0.20134935455473 [20] => -0.22257317761069 [21] => -0.18708664335714 [22] => -0.23957751657679 [23] => -0.29756946355447 [24] => -0.13018179202067 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.44710074123154 [SumXX] => 81.25 [SumXY] => 8.9008033578237 [SumYY] => 1.0571945605353 [Slope] => 0.10954834901937 [YInt] => -0.77574578828965 [PredictedY] => Array ( [0] => -0.77574578828965 [1] => -0.74835870103481 [2] => -0.72097161377996 [3] => -0.69358452652512 [4] => -0.66619743927028 [5] => -0.63881035201544 [6] => -0.61142326476059 [7] => -0.58403617750575 [8] => -0.55664909025091 [9] => -0.52926200299607 [10] => -0.50187491574123 [11] => -0.47448782848638 [12] => -0.44710074123154 [13] => -0.4197136539767 [14] => -0.39232656672186 [15] => -0.36493947946701 [16] => -0.33755239221217 [17] => -0.31016530495733 [18] => -0.28277821770249 [19] => -0.25539113044764 [20] => -0.2280040431928 [21] => -0.20061695593796 [22] => -0.17322986868312 [23] => -0.14584278142828 [24] => -0.11845569417343 ) [Error] => Array ( [0] => 0.0010550700155106 [1] => 0.047211777444512 [2] => -0.0002747852672077 [3] => -0.04396438374445 [4] => 0.024132286270733 [5] => 0.029745459118816 [6] => -0.064294279941713 [7] => -0.081510071343317 [8] => -0.030051145667838 [9] => 0.0020184523132799 [10] => -0.032742232810356 [11] => -0.045505228556466 [12] => 0.01176680548363 [13] => 0.017408839902211 [14] => 0.066268565355944 [15] => -0.0087201531579437 [16] => 0.10913987309343 [17] => 0.044965134546177 [18] => 0.11014749075631 [19] => 0.054041775892914 [20] => 0.0054308655821141 [21] => 0.013530312580816 [22] => -0.06634764789367 [23] => -0.1517266821262 [24] => -0.011726097847238 ) [SquaredError] => Array ( [0] => 1.1131727376296E-6 [1] => 0.0022289519294701 [2] => 7.5506943074407E-8 [3] => 0.0019328670380292 [4] => 0.00058236724065259 [5] => 0.00088479233818913 [6] => 0.0041337544332234 [7] => 0.0066438917303927 [8] => 0.00090307135594964 [9] => 4.074149740985E-6 [10] => 0.0010720538094076 [11] => 0.0020707258259762 [12] => 0.00013845771128959 [13] => 0.00030306770674081 [14] => 0.004391522754335 [15] => 7.6041071097996E-5 [16] => 0.011911511898849 [17] => 0.0020218633247558 [18] => 0.012132469719912 [19] => 0.0029205135416599 [20] => 2.9494300970992E-5 [21] => 0.00018306935853459 [22] => 0.0044020103810224 [23] => 0.023020986069025 [24] => 0.000137501370723 ) [TotalError] => 1.0571945605353 [SumError] => -3.0531133177192E-15 [SumSquaredError] => 0.082126247739628 [ErrorVariance] => 0.0035707064234621 [StdErr] => 0.059755388237899 [SlopeStdErr] => 0.0066292651162155 [SlopeVal] => [YIntStdErr] => 0.023202427906754 [YIntTVal] => -33.433819572986 [R] => 0.96037326507573 [RSquared] => 0.92231680827222 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.524961228569 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.70114692359029 [1] => -0.72124639904717 [2] => -0.73754891026957 [3] => -0.64206515299955 [4] => -0.60906489289662 [5] => -0.67571754470231 [6] => -0.66554624884907 [7] => -0.58670023591875 [8] => -0.52724355068279 [9] => -0.53461714855158 [10] => -0.51999305704285 [11] => -0.43533393574791 [12] => -0.40230481407449 [13] => -0.32605800136591 [14] => -0.37365963262496 [15] => -0.22841251911874 [16] => -0.26520017041115 [17] => -0.17263072694617 [18] => -0.20134935455473 [19] => -0.22257317761069 [20] => -0.18708664335714 [21] => -0.23957751657679 [22] => -0.29756946355447 [23] => -0.13018179202067 [24] => -0.10457745396059 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.420296210659 [SumXX] => 81.25 [SumXY] => 8.8637057942481 [SumYY] => 1.049239498319 [Slope] => 0.10909176362152 [YInt] => -0.74757150152355 [PredictedY] => Array ( [0] => -0.74757150152355 [1] => -0.72029856061817 [2] => -0.69302561971279 [3] => -0.66575267880741 [4] => -0.63847973790203 [5] => -0.61120679699665 [6] => -0.58393385609127 [7] => -0.55666091518589 [8] => -0.52938797428051 [9] => -0.50211503337514 [10] => -0.47484209246976 [11] => -0.44756915156438 [12] => -0.420296210659 [13] => -0.39302326975362 [14] => -0.36575032884824 [15] => -0.33847738794286 [16] => -0.31120444703748 [17] => -0.2839315061321 [18] => -0.25665856522673 [19] => -0.22938562432135 [20] => -0.20211268341597 [21] => -0.17483974251059 [22] => -0.14756680160521 [23] => -0.12029386069983 [24] => -0.093020919794452 ) [Error] => Array ( [0] => 0.046424577933252 [1] => -0.00094783842900414 [2] => -0.044523290556783 [3] => 0.023687525807863 [4] => 0.029414845005409 [5] => -0.064510747705656 [6] => -0.081612392757797 [7] => -0.030039320732855 [8] => 0.0021444235977269 [9] => -0.032502115176446 [10] => -0.045150964573093 [11] => 0.012235215816467 [12] => 0.017991396584511 [13] => 0.066965268387708 [14] => -0.0079093037767164 [15] => 0.11006486882412 [16] => 0.04600427662633 [17] => 0.11130077918593 [18] => 0.055309210671995 [19] => 0.0068124467106581 [20] => 0.015026040058823 [21] => -0.064737774066199 [22] => -0.15000266194926 [23] => -0.0098879313208407 [24] => -0.01155653416614 ) [SquaredError] => Array ( [0] => 0.0021552414362806 [1] => 8.9839768749704E-7 [2] => 0.0019823234020037 [3] => 0.00056109887889817 [4] => 0.00086523310669225 [5] => 0.0041616365695428 [6] => 0.0066605826516529 [7] => 0.00090236079009131 [8] => 4.5985525664881E-6 [9] => 0.001056387490943 [10] => 0.0020386096018807 [11] => 0.00014970050607553 [12] => 0.00032369035106117 [13] => 0.0044843471702377 [14] => 6.2557086232381E-5 [15] => 0.01211427534927 [16] => 0.0021163934679119 [17] => 0.012387863447395 [18] => 0.0030591087851591 [19] => 4.6409430185556E-5 [20] => 0.00022578187984936 [21] => 0.0041909793910462 [22] => 0.022500798591865 [23] => 9.7771185805662E-5 [24] => 0.00013355348193316 ) [TotalError] => 1.049239498319 [SumError] => -1.4294121442049E-15 [SumSquaredError] => 0.082282201002268 [ErrorVariance] => 0.0035774870000986 [StdErr] => 0.059812097439386 [SlopeStdErr] => 0.006635556437254 [SlopeVal] => [YIntStdErr] => 0.023224447530389 [YIntTVal] => -32.188989664678 [R] => 0.95998916652985 [RSquared] => 0.92157919985467 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.440484630504 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.72124639904717 [1] => -0.73754891026957 [2] => -0.64206515299955 [3] => -0.60906489289662 [4] => -0.67571754470231 [5] => -0.66554624884907 [6] => -0.58670023591875 [7] => -0.52724355068279 [8] => -0.53461714855158 [9] => -0.51999305704285 [10] => -0.43533393574791 [11] => -0.40230481407449 [12] => -0.32605800136591 [13] => -0.37365963262496 [14] => -0.22841251911874 [15] => -0.26520017041115 [16] => -0.17263072694617 [17] => -0.20134935455473 [18] => -0.22257317761069 [19] => -0.18708664335714 [20] => -0.23957751657679 [21] => -0.29756946355447 [22] => -0.13018179202067 [23] => -0.10457745396059 [24] => -0.027797161620936 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.39336222018022 [SumXX] => 81.25 [SumXY] => 9.1284381243356 [SumYY] => 1.106281882783 [Slope] => 0.11235000768413 [YInt] => -0.73041224323262 [PredictedY] => Array ( [0] => -0.73041224323262 [1] => -0.70232474131158 [2] => -0.67423723939055 [3] => -0.64614973746952 [4] => -0.61806223554849 [5] => -0.58997473362745 [6] => -0.56188723170642 [7] => -0.53379972978539 [8] => 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[21] => -0.15699476066354 [22] => -0.017694591050774 [23] => -0.020177754911727 [24] => 0.028515035506897 ) [SquaredError] => Array ( [0] => 8.4012699631876E-5 [1] => 0.0012407420787808 [2] => 0.0010350431427503 [3] => 0.001375285696996 [4] => 0.0033241346736227 [5] => 0.0057110539128909 [6] => 0.00061568517804097 [7] => 4.2983484425376E-5 [8] => 0.00083549443993483 [9] => 0.0017950754801591 [10] => 0.00020173339780513 [11] => 0.00036652750335347 [12] => 0.0045298578702049 [13] => 7.0306788921222E-5 [14] => 0.011831934755175 [15] => 0.0019271699639324 [16] => 0.011746546410007 [17] => 0.0026600173486238 [18] => 5.1258365652069E-6 [19] => 9.3374793805724E-5 [20] => 0.0050289814427023 [21] => 0.024647354875803 [22] => 0.00031309855245413 [23] => 0.00040714179327772 [24] => 0.00081310724995959 ) [TotalError] => 1.106281882783 [SumError] => 2.7061686225238E-16 [SumSquaredError] => 0.080701789369825 [ErrorVariance] => 0.0035087734508619 [StdErr] => 0.059234900614941 [SlopeStdErr] => 0.0065715221988979 [SlopeVal] => [YIntStdErr] => 0.023000327696143 [YIntTVal] => -31.756601596381 [R] => 0.96283504940991 [RSquared] => 0.92705133237218 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 17.096496714714 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.73754891026957 [1] => -0.64206515299955 [2] => -0.60906489289662 [3] => -0.67571754470231 [4] => -0.66554624884907 [5] => -0.58670023591875 [6] => -0.52724355068279 [7] => -0.53461714855158 [8] => -0.51999305704285 [9] => -0.43533393574791 [10] => -0.40230481407449 [11] => -0.32605800136591 [12] => -0.37365963262496 [13] => -0.22841251911874 [14] => -0.26520017041115 [15] => -0.17263072694617 [16] => -0.20134935455473 [17] => -0.22257317761069 [18] => -0.18708664335714 [19] => -0.23957751657679 [20] => -0.29756946355447 [21] => -0.13018179202067 [22] => -0.10457745396059 [23] => -0.027797161620936 [24] => 0.01703333929878 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.36383103064639 [SumXX] => 81.25 [SumXY] => 9.2940012214551 [SumYY] => 1.1453960843898 [Slope] => 0.11438770734099 [YInt] => -0.70699415266934 [PredictedY] => Array ( [0] => -0.70699415266934 [1] => -0.6783972258341 [2] => -0.64980029899885 [3] => -0.6212033721636 [4] => -0.59260644532836 [5] => -0.56400951849311 [6] => -0.53541259165786 [7] => -0.50681566482262 [8] => -0.47821873798737 [9] => -0.44962181115213 [10] => -0.42102488431688 [11] => -0.39242795748163 [12] => -0.36383103064639 [13] => -0.33523410381114 [14] => -0.30663717697589 [15] => -0.27804025014065 [16] => -0.2494433233054 [17] => -0.22084639647015 [18] => -0.19224946963491 [19] => -0.16365254279966 [20] => -0.13505561596442 [21] => -0.10645868912917 [22] => -0.077861762293923 [23] => -0.049264835458677 [24] => -0.02066790862343 ) [Error] => Array ( [0] => -0.030554757600228 [1] => 0.03633207283455 [2] => 0.040735406102229 [3] => -0.054514172538703 [4] => -0.072939803520712 [5] => -0.022690717425637 [6] => 0.0081690409750771 [7] => -0.027801483728963 [8] => -0.041774319055477 [9] => 0.014287875404215 [10] => 0.018720070242392 [11] => 0.066369956115721 [12] => -0.009828601978571 [13] => 0.1068215846924 [14] => 0.041437006564741 [15] => 0.10540952319447 [16] => 0.04809396875067 [17] => -0.0017267811405337 [18] => 0.0051628262777641 [19] => -0.075924973777126 [20] => -0.16251384759006 [21] => -0.023723102891502 [22] => -0.026715691666669 [23] => 0.021467673837741 [24] => 0.037701247922211 ) [SquaredError] => Array ( [0] => 0.00093359321200867 [1] => 0.0013200195164551 [2] => 0.0016593733103135 [3] => 0.0029717950075795 [4] => 0.00532021493764 [5] => 0.00051486865729011 [6] => 6.6733230452488E-5 [7] => 0.0007729224975318 [8] => 0.0017450937325488 [9] => 0.00020414338356637 [10] => 0.00035044102988008 [11] => 0.0044049710748027 [12] => 9.660141685317E-5 [13] => 0.011410850956195 [14] => 0.0017170255130464 [15] => 0.011111167580086 [16] => 0.0023130298301904 [17] => 2.9817731073029E-6 [18] => 2.6654775174372E-5 [19] => 0.0057646016430572 [20] => 0.026410750658525 [21] => 0.0005627856108008 [22] => 0.00071372818122852 [23] => 0.00046086102000364 [24] => 0.001421384094892 ) [TotalError] => 1.1453960843898 [SumError] => -3.9551695252271E-16 [SumSquaredError] => 0.082276592643229 [ErrorVariance] => 0.0035772431584012 [StdErr] => 0.059810059006836 [SlopeStdErr] => 0.0066353302934669 [SlopeVal] => [YIntStdErr] => 0.023223656027134 [YIntTVal] => -30.442844651303 [R] => 0.96341453305483 [RSquared] => 0.92816756250126 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 17.239188146159 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.64206515299955 [1] => -0.60906489289662 [2] => -0.67571754470231 [3] => -0.66554624884907 [4] => -0.58670023591875 [5] => -0.52724355068279 [6] => -0.53461714855158 [7] => -0.51999305704285 [8] => -0.43533393574791 [9] => -0.40230481407449 [10] => -0.32605800136591 [11] => -0.37365963262496 [12] => -0.22841251911874 [13] => -0.26520017041115 [14] => -0.17263072694617 [15] => -0.20134935455473 [16] => -0.22257317761069 [17] => -0.18708664335714 [18] => -0.23957751657679 [19] => -0.29756946355447 [20] => -0.13018179202067 [21] => -0.10457745396059 [22] => -0.027797161620936 [23] => 0.01703333929878 [24] => -0.055024091587952 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.33653003789912 [SumXX] => 81.25 [SumXY] => 9.005838929855 [SumYY] => 1.0824591513257 [Slope] => 0.11084109452129 [YInt] => -0.669053321463 [PredictedY] => Array ( [0] => -0.669053321463 [1] => -0.64134304783268 [2] => -0.61363277420235 [3] => -0.58592250057203 [4] => -0.55821222694171 [5] => -0.53050195331138 [6] => -0.50279167968106 [7] => -0.47508140605074 [8] => -0.44737113242041 [9] => -0.41966085879009 [10] => -0.39195058515977 [11] => -0.36424031152945 [12] => -0.33653003789912 [13] => -0.3088197642688 [14] => -0.28110949063848 [15] => -0.25339921700815 [16] => -0.22568894337783 [17] => -0.19797866974751 [18] => -0.17026839611718 [19] => -0.14255812248686 [20] => -0.11484784885654 [21] => -0.087137575226214 [22] => -0.059427301595891 [23] => -0.031717027965568 [24] => -0.0040067543352444 ) [Error] => Array ( [0] => 0.026988168463454 [1] => 0.032278154936056 [2] => -0.062084770499954 [3] => -0.079623748277039 [4] => -0.028488008977041 [5] => 0.0032584026285963 [6] => -0.031825468870521 [7] => -0.044911650992112 [8] => 0.012037196672504 [9] => 0.017356044715604 [10] => 0.065892583793856 [11] => -0.0094193210955125 [12] => 0.10811751878038 [13] => 0.043619593857646 [14] => 0.1084787636923 [15] => 0.052049862453422 [16] => 0.0031157657671409 [17] => 0.010892026390362 [18] => -0.069309120459605 [19] => -0.15501134106761 [20] => -0.015333943164135 [21] => -0.017439878734378 [22] => 0.031630139974955 [23] => 0.048750367264348 [24] => -0.051017337252708 ) [SquaredError] => Array ( [0] => 0.00072836123701175 [1] => 0.001041879286076 [2] => 0.0038545187280319 [3] => 0.0063399412896852 [4] => 0.00081156665547597 [5] => 1.0617187690044E-5 [6] => 0.0010128604688285 [7] => 0.0020170563948372 [8] => 0.00014489410373254 [9] => 0.00030123228817004 [10] => 0.0043418325990304 [11] => 8.8723609900366E-5 [12] => 0.011689397867225 [13] => 0.001902668968306 [14] => 0.01176764217221 [15] => 0.0027091881814201 [16] => 9.7079963156871E-6 [17] => 0.00011863623888834 [18] => 0.004803754178884 [19] => 0.02402851585958 [20] => 0.00023512981296092 [21] => 0.00030414937026982 [22] => 0.0010004657548353 [23] => 0.0023765983084088 [24] => 0.0026027687003565 ) [TotalError] => 1.0824591513257 [SumError] => 3.2057689836051E-15 [SumSquaredError] => 0.084242107258131 [ErrorVariance] => 0.0036627003155709 [StdErr] => 0.060520247153915 [SlopeStdErr] => 0.0067141185943752 [SlopeVal] => [YIntStdErr] => 0.023499415080313 [YIntTVal] => -28.471062755239 [R] => 0.96029956532012 [RSquared] => 0.92217525515401 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.508659024008 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.60906489289662 [1] => -0.67571754470231 [2] => -0.66554624884907 [3] => -0.58670023591875 [4] => -0.52724355068279 [5] => -0.53461714855158 [6] => -0.51999305704285 [7] => -0.43533393574791 [8] => -0.40230481407449 [9] => -0.32605800136591 [10] => -0.37365963262496 [11] => -0.22841251911874 [12] => -0.26520017041115 [13] => -0.17263072694617 [14] => -0.20134935455473 [15] => -0.22257317761069 [16] => -0.18708664335714 [17] => -0.23957751657679 [18] => -0.29756946355447 [19] => -0.13018179202067 [20] => -0.10457745396059 [21] => -0.027797161620936 [22] => 0.01703333929878 [23] => -0.055024091587952 [24] => 0.042181594515766 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.30916016799851 [SumXX] => 81.25 [SumXY] => 9.1489847030233 [SumYY] => 1.1138022008332 [Slope] => 0.11260288865259 [YInt] => -0.64696883395629 [PredictedY] => Array ( [0] => -0.64696883395629 [1] => -0.61881811179314 [2] => -0.59066738963 [3] => -0.56251666746685 [4] => -0.5343659453037 [5] => -0.50621522314055 [6] => -0.4780645009774 [7] => -0.44991377881425 [8] => -0.4217630566511 [9] => -0.39361233448796 [10] => -0.36546161232481 [11] => -0.33731089016166 [12] => -0.30916016799851 [13] => -0.28100944583536 [14] => -0.25285872367221 [15] => -0.22470800150906 [16] => -0.19655727934591 [17] => -0.16840655718277 [18] => -0.14025583501962 [19] => -0.11210511285647 [20] => -0.08395439069332 [21] => -0.055803668530172 [22] => -0.027652946367023 [23] => 0.00049777579612553 [24] => 0.028648497959274 ) [Error] => Array ( [0] => 0.037903941059672 [1] => -0.056899432909163 [2] => -0.074878859219073 [3] => -0.024183568451901 [4] => 0.0071223946209109 [5] => -0.028401925411032 [6] => -0.041928556065448 [7] => 0.014579843066342 [8] => 0.019458242576616 [9] => 0.067554333122043 [10] => -0.008198020300151 [11] => 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[23] => 0.0030826777578151 [24] => 0.00018314470240734 ) [TotalError] => 1.1138022008332 [SumError] => -4.3715031594616E-16 [SumSquaredError] => 0.083600095034412 [ErrorVariance] => 0.0036347867406266 [StdErr] => 0.060289192569039 [SlopeStdErr] => 0.0066884853896613 [SlopeVal] => [YIntStdErr] => 0.023409698863814 [YIntTVal] => -27.636785834795 [R] => 0.96173889607135 [RSquared] => 0.92494170421654 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.835334472981 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.67571754470231 [1] => -0.66554624884907 [2] => -0.58670023591875 [3] => -0.52724355068279 [4] => -0.53461714855158 [5] => -0.51999305704285 [6] => -0.43533393574791 [7] => -0.40230481407449 [8] => -0.32605800136591 [9] => -0.37365963262496 [10] => -0.22841251911874 [11] => -0.26520017041115 [12] => -0.17263072694617 [13] => -0.20134935455473 [14] => -0.22257317761069 [15] => -0.18708664335714 [16] => -0.23957751657679 [17] => -0.29756946355447 [18] => -0.13018179202067 [19] => -0.10457745396059 [20] => -0.027797161620936 [21] => 0.01703333929878 [22] => -0.055024091587952 [23] => 0.042181594515766 [24] => -0.014573525916998 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.28538051331932 [SumXX] => 81.25 [SumXY] => 9.058054273349 [SumYY] => 1.0965038470934 [Slope] => 0.11148374490276 [YInt] => -0.61983174802759 [PredictedY] => Array ( [0] => -0.61983174802759 [1] => -0.59196081180191 [2] => -0.56408987557622 [3] => -0.53621893935053 [4] => -0.50834800312484 [5] => -0.48047706689915 [6] => -0.45260613067346 [7] => -0.42473519444777 [8] => 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[21] => 0.051575426586902 [22] => -0.048352940525519 [23] => 0.02098180935251 [24] => -0.063644247305944 ) [SquaredError] => Array ( [0] => 0.0031232222699674 [1] => 0.0054148165454221 [2] => 0.00051122839481915 [3] => 8.0557601736983E-5 [4] => 0.00069006800145142 [5] => 0.0015615134770371 [6] => 0.00029832871754615 [7] => 0.00050312196369014 [8] => 0.0050135260099818 [9] => 2.1774454882266E-5 [10] => 0.012703514040702 [11] => 0.0023089254264002 [12] => 0.012712514327191 [13] => 0.0031539705956193 [14] => 4.9920771039656E-5 [15] => 0.00021553356045723 [16] => 0.0043139606788863 [17] => 0.022965472206865 [18] => 0.00014464622872938 [19] => 0.00020430397704838 [20] => 0.0011982578945866 [21] => 0.002660024627621 [22] => 0.0023380068574644 [23] => 0.00044023632370508 [24] => 0.0040505902151401 ) [TotalError] => 1.0965038470934 [SumError] => -2.1510571102112E-15 [SumSquaredError] => 0.086678035167991 [ErrorVariance] => 0.0037686102246952 [StdErr] => 0.0613890073604 [SlopeStdErr] => 0.0068104988857772 [SlopeVal] => [YIntStdErr] => 0.02383674610022 [YIntTVal] => -26.003203013597 [R] => 0.95966168083933 [RSquared] => 0.92095054167137 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.369394778931 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.66554624884907 [1] => -0.58670023591875 [2] => -0.52724355068279 [3] => -0.53461714855158 [4] => -0.51999305704285 [5] => -0.43533393574791 [6] => -0.40230481407449 [7] => -0.32605800136591 [8] => -0.37365963262496 [9] => -0.22841251911874 [10] => -0.26520017041115 [11] => -0.17263072694617 [12] => -0.20134935455473 [13] => -0.22257317761069 [14] => -0.18708664335714 [15] => -0.23957751657679 [16] => -0.29756946355447 [17] => -0.13018179202067 [18] => -0.10457745396059 [19] => -0.027797161620936 [20] => 0.01703333929878 [21] => -0.055024091587952 [22] => 0.042181594515766 [23] => -0.014573525916998 [24] => 0.023252459633711 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.25742171314588 [SumXX] => 81.25 [SumXY] => 8.7153578402134 [SumYY] => 1.0198527983398 [Slope] => 0.10726594264878 [YInt] => -0.57921954109222 [PredictedY] => Array ( [0] => -0.57921954109222 [1] => -0.55240305543003 [2] => -0.52558656976783 [3] => -0.49877008410564 [4] => -0.47195359844344 [5] => -0.44513711278125 [6] => -0.41832062711905 [7] => -0.39150414145686 [8] => -0.36468765579466 [9] => -0.33787117013247 [10] => -0.31105468447027 [11] => -0.28423819880808 [12] => -0.25742171314588 [13] => -0.23060522748369 [14] => -0.20378874182149 [15] => -0.1769722561593 [16] => -0.1501557704971 [17] => -0.12333928483491 [18] => -0.096522799172713 [19] => -0.069706313510518 [20] => -0.042889827848323 [21] => -0.016073342186128 [22] => 0.010743143476067 [23] => 0.037559629138262 [24] => 0.064376114800457 ) [Error] => Array ( [0] => -0.086326707756845 [1] => -0.034297180488719 [2] => -0.0016569809149535 [3] => -0.035847064445942 [4] => -0.048039458599405 [5] => 0.0098031770333384 [6] => 0.016015813044566 [7] => 0.065446140090947 [8] => -0.0089719768302938 [9] => 0.10945865101372 [10] => 0.045854514059121 [11] => 0.1116074718619 [12] => 0.056072358591153 [13] => 0.008032049873 [14] => 0.016702098464349 [15] => -0.062605260417489 [16] => -0.14741369305737 [17] => -0.0068425071857634 [18] => -0.0080546547878787 [19] => 0.041909151889583 [20] => 0.059923167147104 [21] => -0.038950749401824 [22] => 0.0314384510397 [23] => -0.05213315505526 [24] => -0.041123655166745 ) [SquaredError] => Array ( [0] => 0.0074523004721357 [1] => 0.0011762965894758 [2] => 2.7455857525201E-6 [3] => 0.0012850120293916 [4] => 0.002307789582524 [5] => 9.6102279946973E-5 [6] => 0.0002565062674785 [7] => 0.0042831972528038 [8] => 8.0496368243328E-5 [9] => 0.011981196281744 [10] => 0.0021026364595981 [11] => 0.012456227775406 [12] => 0.0031441093979748 [13] => 6.4513825162359E-5 [14] => 0.00027896009311282 [15] => 0.0039194186319417 [16] => 0.021730796900813 [17] => 4.6819904587224E-5 [18] => 6.4877463751897E-5 [19] => 0.0017563770121041 [20] => 0.0035907859609397 [21] => 0.0015171608789637 [22] => 0.00098837620377558 [23] => 0.0027178658560158 [24] => 0.0016911550142734 ) [TotalError] => 1.0198527983398 [SumError] => -2.2828960943855E-15 [SumSquaredError] => 0.084991724087916 [ErrorVariance] => 0.0036952923516485 [StdErr] => 0.060788916355274 [SlopeStdErr] => 0.0067439247661179 [SlopeVal] => [YIntStdErr] => 0.023603736681413 [YIntTVal] => -24.539315486787 [R] => 0.95742506414957 [RSquared] => 0.9166627534618 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 15.905566323589 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.58670023591875 [1] => -0.52724355068279 [2] => -0.53461714855158 [3] => -0.51999305704285 [4] => -0.43533393574791 [5] => -0.40230481407449 [6] => -0.32605800136591 [7] => -0.37365963262496 [8] => -0.22841251911874 [9] => -0.26520017041115 [10] => -0.17263072694617 [11] => -0.20134935455473 [12] => -0.22257317761069 [13] => -0.18708664335714 [14] => -0.23957751657679 [15] => -0.29756946355447 [16] => -0.13018179202067 [17] => -0.10457745396059 [18] => -0.027797161620936 [19] => 0.01703333929878 [20] => -0.055024091587952 [21] => 0.042181594515766 [22] => -0.014573525916998 [23] => 0.023252459633711 [24] => 0.094121595840561 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.2270349993583 [SumXX] => 81.25 [SumXY] => 8.4435830261374 [SumYY] => 0.95378605041983 [Slope] => 0.10392102186015 [YInt] => -0.53879806493876 [PredictedY] => Array ( [0] => -0.53879806493876 [1] => -0.51281780947372 [2] => -0.48683755400868 [3] => -0.46085729854364 [4] => -0.4348770430786 [5] => -0.40889678761357 [6] => -0.38291653214853 [7] => -0.35693627668349 [8] => -0.33095602121845 [9] => -0.30497576575341 [10] => -0.27899551028837 [11] => -0.25301525482334 [12] => -0.2270349993583 [13] => -0.20105474389326 [14] => -0.17507448842822 [15] => -0.14909423296318 [16] => -0.12311397749815 [17] => -0.097133722033108 [18] => -0.07115346656807 [19] => -0.045173211103032 [20] => -0.019192955637994 [21] => 0.0067872998270442 [22] => 0.032767555292082 [23] => 0.05874781075712 [24] => 0.084728066222158 ) [Error] => Array ( [0] => -0.047902170979993 [1] => -0.01442574120907 [2] => -0.047779594542902 [3] => -0.059135758499208 [4] => -0.00045689266930743 [5] => 0.0065919735390774 [6] => 0.056858530782615 [7] => -0.016723355941469 [8] => 0.10254350209971 [9] => 0.03977559534226 [10] => 0.1063647833422 [11] => 0.051665900268606 [12] => 0.0044618217476099 [13] => 0.013968100536116 [14] => -0.064503028148566 [15] => -0.14847523059129 [16] => -0.0070678145225256 [17] => -0.0074437319274839 [18] => 0.043356304947135 [19] => 0.062206550401812 [20] => -0.035831135949958 [21] => 0.035394294688722 [22] => -0.047341081209081 [23] => -0.035495351123409 [24] => 0.0093935296184029 ) [SquaredError] => Array ( [0] => 0.0022946179845964 [1] => 0.00020810200943107 [2] => 0.0022828896546841 [3] => 0.0034970379332767 [4] => 2.0875091126687E-7 [5] => 4.3454115139897E-5 [6] => 0.0032328925227576 [7] => 0.00027967063394506 [8] => 0.010515169822872 [9] => 0.0015820979848312 [10] => 0.011313467135433 [11] => 0.0026693652505655 [12] => 1.9907853307445E-5 [13] => 0.00019510783258705 [14] => 0.0041606406403346 [15] => 0.022044894099137 [16] => 4.9954002124824E-5 [17] => 5.5409145008243E-5 [18] => 0.0018797691786689 [19] => 0.0038696549128932 [20] => 0.0012838703034644 [21] => 0.0012527560965121 [22] => 0.0022411779700448 [23] => 0.0012599199513741 [24] => 8.8238398691813E-5 ) [TotalError] => 0.95378605041983 [SumError] => -5.3429483060086E-16 [SumSquaredError] => 0.076320274182593 [ErrorVariance] => 0.0033182727905475 [StdErr] => 0.057604451134852 [SlopeStdErr] => 0.0063906400695898 [SlopeVal] => [YIntStdErr] => 0.022367240243564 [YIntTVal] => -24.088714524975 [R] => 0.959156800134 [RSquared] => 0.91998176724329 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.261441847534 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.52724355068279 [1] => -0.53461714855158 [2] => -0.51999305704285 [3] => -0.43533393574791 [4] => -0.40230481407449 [5] => -0.32605800136591 [6] => -0.37365963262496 [7] => -0.22841251911874 [8] => -0.26520017041115 [9] => -0.17263072694617 [10] => -0.20134935455473 [11] => -0.22257317761069 [12] => -0.18708664335714 [13] => -0.23957751657679 [14] => -0.29756946355447 [15] => -0.13018179202067 [16] => -0.10457745396059 [17] => -0.027797161620936 [18] => 0.01703333929878 [19] => -0.055024091587952 [20] => 0.042181594515766 [21] => -0.014573525916998 [22] => 0.023252459633711 [23] => 0.094121595840561 [24] => 0.15654915133178 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.19730502386828 [SumXX] => 81.25 [SumXY] => 8.4254234593862 [SumYY] => 0.94946698262444 [Slope] => 0.10369751950014 [YInt] => -0.50839758236869 [PredictedY] => Array ( [0] => -0.50839758236869 [1] => -0.48247320249365 [2] => -0.45654882261862 [3] => -0.43062444274359 [4] => -0.40470006286855 [5] => -0.37877568299352 [6] => -0.35285130311848 [7] => -0.32692692324345 [8] => -0.30100254336841 [9] => -0.27507816349338 [10] => -0.24915378361835 [11] => -0.22322940374331 [12] => -0.19730502386828 [13] => -0.17138064399324 [14] => -0.14545626411821 [15] => -0.11953188424317 [16] => -0.09360750436814 [17] => -0.067683124493106 [18] => -0.041758744618071 [19] => -0.015834364743037 [20] => 0.010090015131997 [21] => 0.036014395007032 [22] => 0.061938774882066 [23] => 0.0878631547571 [24] => 0.11378753463213 ) [Error] => Array ( [0] => -0.018845968314099 [1] => -0.052143946057927 [2] => -0.063444234424229 [3] => -0.0047094930043245 [4] => 0.0023952487940642 [5] => 0.052717681627605 [6] => -0.020808329506474 [7] => 0.098514404124704 [8] => 0.035802372957262 [9] => 0.10244743654721 [10] => 0.047804429063615 [11] => 0.00065622613262301 [12] => 0.010218380511133 [13] => -0.068196872583545 [14] => -0.15211319943627 [15] => -0.010649907777497 [16] => -0.010969949592452 [17] => 0.03988596287217 [18] => 0.058792083916852 [19] => -0.039189726844915 [20] => 0.032091579383769 [21] => -0.05058792092403 [22] => -0.038686315248354 [23] => 0.0062584410834613 [24] => 0.042761616699647 ) [SquaredError] => Array ( [0] => 0.00035517052169601 [1] => 0.002718991110492 [2] => 0.0040251708816765 [3] => 2.2179324357781E-5 [4] => 5.7372167854658E-6 [5] => 0.0027791539561896 [6] => 0.00043298657685002 [7] => 0.0097050878200455 [8] => 0.0012818099093709 [9] => 0.010495477255094 [10] => 0.0022852634380982 [11] => 4.3063273713735E-7 [12] => 0.0001044153002703 [13] => 0.0046508134301763 [14] => 0.023138425442737 [15] => 0.0001134205356692 [16] => 0.00012033979406094 [17] => 0.0015908900342401 [18] => 0.0034565091312861 [19] => 0.001535834690179 [20] => 0.0010298694673448 [21] => 0.0025591377434159 [22] => 0.0014966309874951 [23] => 3.9168084795157E-5 [24] => 0.0018285558627675 ) [TotalError] => 0.94946698262444 [SumError] => -1.7624790515924E-15 [SumSquaredError] => 0.07577146914783 [ErrorVariance] => 0.0032944117020796 [StdErr] => 0.057396965965803 [SlopeStdErr] => 0.0063676216567928 [SlopeVal] => [YIntStdErr] => 0.022286675798775 [YIntTVal] => -22.811727821546 [R] => 0.95926835815957 [RSquared] => 0.92019578296616 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.285125764266 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.53461714855158 [1] => -0.51999305704285 [2] => -0.43533393574791 [3] => -0.40230481407449 [4] => -0.32605800136591 [5] => -0.37365963262496 [6] => -0.22841251911874 [7] => -0.26520017041115 [8] => -0.17263072694617 [9] => -0.20134935455473 [10] => -0.22257317761069 [11] => -0.18708664335714 [12] => -0.23957751657679 [13] => -0.29756946355447 [14] => -0.13018179202067 [15] => -0.10457745396059 [16] => -0.027797161620936 [17] => 0.01703333929878 [18] => -0.055024091587952 [19] => 0.042181594515766 [20] => -0.014573525916998 [21] => 0.023252459633711 [22] => 0.094121595840561 [23] => 0.15654915133178 [24] => 0.1430148002541 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.1704946898308 [SumXX] => 81.25 [SumXY] => 8.3740827196061 [SumYY] => 0.93845528355857 [Slope] => 0.10306563347208 [YInt] => -0.47969159024703 [PredictedY] => Array ( [0] => -0.47969159024703 [1] => -0.45392518187901 [2] => -0.42815877351099 [3] => -0.40239236514297 [4] => -0.37662595677495 [5] => -0.35085954840693 [6] => -0.32509314003891 [7] => 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[20] => -0.050210103030347 [21] => -0.038150525847656 [22] => 0.0069522019911754 [23] => 0.043613349114377 [24] => 0.0043125896686715 ) [SquaredError] => Array ( [0] => 0.003016816955067 [1] => 0.0043649641286648 [2] => 5.1482953126132E-5 [3] => 7.6651895926053E-9 [4] => 0.0025571181142507 [5] => 0.00051984384034899 [6] => 0.0093471424615096 [7] => 0.001164622183415 [8] => 0.010186783420727 [9] => 0.0021570971889033 [10] => 2.9775688809526E-7 [11] => 8.417062164196E-5 [12] => 0.0047724369512159 [13] => 0.023360426943186 [14] => 0.00012588658070394 [15] => 0.0001295496789194 [16] => 0.0015706870805074 [17] => 0.0034452189238878 [18] => 0.0015309887994155 [19] => 0.0010440282353184 [20] => 0.002521054446318 [21] => 0.0014554626224526 [22] => 4.8333112526104E-5 [23] => 0.0019021242209725 [24] => 1.8598429650332E-5 ) [TotalError] => 0.93845528355857 [SumError] => -1.9567680809018E-15 [SumSquaredError] => 0.075375143314806 [ErrorVariance] => 0.003277180144122 [StdErr] => 0.057246660549957 [SlopeStdErr] => 0.00635094676806 [SlopeVal] => [YIntStdErr] => 0.02222831368821 [YIntTVal] => -21.580206082005 [R] => 0.95900035923365 [RSquared] => 0.91968168901028 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.22838881132 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.51999305704285 [1] => -0.43533393574791 [2] => -0.40230481407449 [3] => -0.32605800136591 [4] => -0.37365963262496 [5] => -0.22841251911874 [6] => -0.26520017041115 [7] => -0.17263072694617 [8] => -0.20134935455473 [9] => -0.22257317761069 [10] => -0.18708664335714 [11] => -0.23957751657679 [12] => -0.29756946355447 [13] => -0.13018179202067 [14] => -0.10457745396059 [15] => -0.027797161620936 [16] => 0.01703333929878 [17] => -0.055024091587952 [18] => 0.042181594515766 [19] => -0.014573525916998 [20] => 0.023252459633711 [21] => 0.094121595840561 [22] => 0.15654915133178 [23] => 0.1430148002541 [24] => 0.051923916046107 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.14703304724689 [SumXX] => 81.25 [SumXY] => 7.8579405463943 [SumYY] => 0.84157893803555 [Slope] => 0.096713114417161 [YInt] => -0.43717239049838 [PredictedY] => Array ( [0] => -0.43717239049838 [1] => -0.41299411189409 [2] => -0.3888158332898 [3] => -0.36463755468551 [4] => -0.34045927608122 [5] => -0.31628099747693 [6] => -0.29210271887264 [7] => -0.26792444026835 [8] => -0.24374616166406 [9] => -0.21956788305976 [10] => -0.19538960445547 [11] => -0.17121132585118 [12] => -0.14703304724689 [13] => -0.1228547686426 [14] => -0.098676490038314 [15] => -0.074498211434024 [16] => -0.050319932829734 [17] => -0.026141654225444 [18] => -0.0019633756211535 [19] => 0.022214902983137 [20] => 0.046393181587427 [21] => 0.070571460191717 [22] => 0.094749738796007 [23] => 0.1189280174003 [24] => 0.14310629600459 ) [Error] => Array ( [0] => -0.082820666544473 [1] => -0.022339823853824 [2] => -0.013488980784692 [3] => 0.038579553319594 [4] => -0.033200356543742 [5] => 0.087868478358181 [6] => 0.026902548461482 [7] => 0.095293713322171 [8] => 0.042396807109324 [9] => -0.0030052945509237 [10] => 0.0083029610983304 [11] => -0.068366190725603 [12] => -0.15053641630758 [13] => -0.0073270233780675 [14] => -0.0059009639222779 [15] => 0.046701049813088 [16] => 0.067353272128514 [17] => -0.028882437362508 [18] => 0.04414497013692 [19] => -0.036788428900135 [20] => -0.023140721953715 [21] => 0.023550135648844 [22] => 0.061799412535774 [23] => 0.024086782853798 [24] => -0.091182379958481 ) [SquaredError] => Array ( [0] => 0.0068592628068708 [1] => 0.0004990677298199 [2] => 0.00018195260260978 [3] => 0.0014883819343394 [4] => 0.0011022636746316 [5] => 0.0077208694889821 [6] => 0.00072374711372241 [7] => 0.009080891798728 [8] => 0.0017974892530652 [9] => 9.0317953378116E-6 [10] => 6.8939163000387E-5 [11] => 0.0046739360343296 [12] => 0.022661212634729 [13] => 5.3685271582748E-5 [14] => 3.4821375212026E-5 [15] => 0.0021809880536446 [16] => 0.0045364632664177 [17] => 0.00083419518799922 [18] => 0.0019487783883895 [19] => 0.0013533885009403 [20] => 0.00053549301253917 [21] => 0.00055460888907897 [22] => 0.0038191673897668 [23] => 0.000580173108246 [24] => 0.0083142264148928 ) [TotalError] => 0.84157893803555 [SumError] => -2.692290834716E-15 [SumSquaredError] => 0.081613034888876 [ErrorVariance] => 0.0035483928212555 [StdErr] => 0.059568387767804 [SlopeStdErr] => 0.0066085192767243 [SlopeVal] => [YIntStdErr] => 0.023129817468535 [YIntTVal] => -18.900814547849 [R] => 0.95027570206672 [RSquared] => 0.90302390993841 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 14.634611834725 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.43533393574791 [1] => -0.40230481407449 [2] => -0.32605800136591 [3] => -0.37365963262496 [4] => -0.22841251911874 [5] => -0.26520017041115 [6] => -0.17263072694617 [7] => -0.20134935455473 [8] => -0.22257317761069 [9] => -0.18708664335714 [10] => -0.23957751657679 [11] => -0.29756946355447 [12] => -0.13018179202067 [13] => -0.10457745396059 [14] => -0.027797161620936 [15] => 0.01703333929878 [16] => -0.055024091587952 [17] => 0.042181594515766 [18] => -0.014573525916998 [19] => 0.023252459633711 [20] => 0.094121595840561 [21] => 0.15654915133178 [22] => 0.1430148002541 [23] => 0.051923916046107 [24] => 0.19340290306242 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.11849720884268 [SumXX] => 81.25 [SumXY] => 7.6671283654854 [SumYY] => 0.79801905355578 [Slope] => 0.094364656805974 [YInt] => -0.40159117926061 [PredictedY] => Array ( [0] => -0.40159117926061 [1] => -0.37800001505911 [2] => -0.35440885085762 [3] => -0.33081768665613 [4] => -0.30722652245463 [5] => -0.28363535825314 [6] => -0.26004419405164 [7] => -0.23645302985015 [8] => -0.21286186564866 [9] => -0.18927070144716 [10] => -0.16567953724567 [11] => -0.14208837304418 [12] => -0.11849720884268 [13] => -0.09490604464119 [14] => -0.071314880439697 [15] => -0.047723716238203 [16] => -0.02413255203671 [17] => -0.0005413878352164 [18] => 0.023049776366277 [19] => 0.046640940567771 [20] => 0.070232104769264 [21] => 0.093823268970758 [22] => 0.11741443317225 [23] => 0.14100559737374 [24] => 0.16459676157524 ) [Error] => Array ( [0] => -0.033742756487305 [1] => -0.024304799015375 [2] => 0.028350849491707 [3] => -0.042841945968832 [4] => 0.078814003335887 [5] => 0.018435187841985 [6] => 0.08741346710547 [7] => 0.03510367529542 [8] => -0.0097113119620308 [9] => 0.00218405809002 [10] => -0.073897979331117 [11] => -0.1554810905103 [12] => -0.011684583177988 [13] => -0.0096714093194017 [14] => 0.043517718818761 [15] => 0.064757055536984 [16] => -0.030891539551242 [17] => 0.042722982350983 [18] => -0.037623302283275 [19] => -0.023388480934059 [20] => 0.023889491071297 [21] => 0.062725882361024 [22] => 0.025600367081844 [23] => -0.089081681327638 [24] => 0.028806141487179 ) [SquaredError] => Array ( [0] => 0.0011385736153615 [1] => 0.00059072325517779 [2] => 0.00080377066690141 [3] => 0.0018354323343963 [4] => 0.0062116471218292 [5] => 0.00033985615076929 [6] => 0.0076411142313991 [7] => 0.0012322680192463 [8] => 9.4309580023882E-5 [9] => 4.7701097405817E-6 [10] => 0.0054609113492222 [11] => 0.024174369506271 [12] => 0.00013652948404332 [13] => 9.353615822341E-5 [14] => 0.0018937918511888 [15] => 0.00419347624182 [16] => 0.00095428721584596 [17] => 0.0018252532209624 [18] => 0.0014155128746987 [19] => 0.00054702104040285 [20] => 0.00057070778364559 [21] => 0.003934536317969 [22] => 0.00065537879472516 [23] => 0.0079355459481589 [24] => 0.0008297937873794 ) [TotalError] => 0.79801905355578 [SumError] => -3.885780586188E-16 [SumSquaredError] => 0.074513116659402 [ErrorVariance] => 0.0032397007243218 [StdErr] => 0.056918368953457 [SlopeStdErr] => 0.0063145260854605 [SlopeVal] => [YIntStdErr] => 0.022100841299112 [YIntTVal] => -18.170854847808 [R] => 0.95216983596267 [RSquared] => 0.90662739651718 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 14.944060017941 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.43533393574791 [1] => -0.40230481407449 [2] => -1.4948500216801 [3] => -1.4948500216801 [4] => -1.3279021420643 [5] => -1.3372421683184 [6] => -1.2924298239021 [7] => -1.3565473235138 [8] => -1.301029995664 [9] => -1.2218487496164 [10] => -1.3187587626244 [11] => -1.397940008672 [12] => -1.1938200260161 [13] => -1.1366771398795 [14] => -1.1366771398795 [15] => -1.0222763947112 [16] => -1.1366771398795 [17] => -0.99139982823808 [18] => -1.1079053973095 [19] => -1.0362121726544 [20] => -0.95467702121334 [21] => -0.85078088734462 [22] => -0.94309514866353 [23] => -1 [24] => -0.89279003035213 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -1.111361043748 [SumXX] => 81.25 [SumXY] => 2.2893750833196 [SumYY] => 1.835686828416 [Slope] => 0.028176924102396 [YInt] => -1.1958918160552 [PredictedY] => Array ( [0] => -1.1958918160552 [1] => -1.1888475850296 [2] => -1.181803354004 [3] => -1.1747591229784 [4] => -1.1677148919528 [5] => -1.1606706609272 [6] => -1.1536264299016 [7] => -1.146582198876 [8] => -1.1395379678504 [9] => -1.1324937368248 [10] => -1.1254495057992 [11] => -1.1184052747736 [12] => -1.111361043748 [13] => -1.1043168127224 [14] => -1.0972725816968 [15] => -1.0902283506712 [16] => -1.0831841196456 [17] => -1.07613988862 [18] => -1.0690956575944 [19] => -1.0620514265688 [20] => -1.0550071955432 [21] => -1.0479629645176 [22] => -1.040918733492 [23] => -1.0338745024664 [24] => -1.0268302714408 ) [Error] => Array ( [0] => 0.76055788030726 [1] => 0.78654277095508 [2] => -0.31304666767612 [3] => -0.32009089870172 [4] => -0.16018725011151 [5] => -0.17657150739125 [6] => -0.13880339400049 [7] => -0.20996512463784 [8] => -0.1614920278136 [9] => -0.089355012791579 [10] => -0.19330925682523 [11] => -0.27953473389846 [12] => -0.082458982268132 [13] => -0.032360327157162 [14] => -0.039404558182761 [15] => 0.067951955960032 [16] => -0.053493020233959 [17] => 0.084740060381904 [18] => -0.038809739715132 [19] => 0.025839253914344 [20] => 0.10033017432985 [21] => 0.19718207717297 [22] => 0.097823584828465 [23] => 0.033874502466393 [24] => 0.13404024108866 ) [SquaredError] => Array ( [0] => 0.57844828929747 [1] => 0.6186495305417 [2] => 0.097998216143126 [3] => 0.10245818343168 [4] => 0.025659955098288 [5] => 0.031177497222419 [6] => 0.019266382186055 [7] => 0.044085353564182 [8] => 0.02607967504735 [9] => 0.0079843183109832 [10] => 0.037368468774324 [11] => 0.078139667455682 [12] => 0.0067994837566961 [13] => 0.0010471907737186 [14] => 0.0015527192055786 [15] => 0.0046174683187941 [16] => 0.0028615032137507 [17] => 0.0071808778335287 [18] => 0.0015061958967563 [19] => 0.00066766704284994 [20] => 0.010066143881058 [21] => 0.038880771558247 [22] => 0.0095694537486918 [23] => 0.0011474819173457 [24] => 0.017966786231107 ) [TotalError] => 1.835686828416 [SumError] => -2.8865798640254E-15 [SumSquaredError] => 1.7711792804514 [ErrorVariance] => 0.077007794802234 [StdErr] => 0.27750278341349 [SlopeStdErr] => 0.030786169682502 [SlopeVal] => [YIntStdErr] => 0.10775159388876 [YIntTVal] => -11.098599778392 [R] => 0.18745885978897 [RSquared] => 0.035140824113379 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 0.91524617687047 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.40230481407449 [1] => -0.32605800136591 [2] => -0.37365963262496 [3] => -0.22841251911874 [4] => -0.26520017041115 [5] => -0.17263072694617 [6] => -0.20134935455473 [7] => -0.22257317761069 [8] => -0.18708664335714 [9] => -0.23957751657679 [10] => -0.29756946355447 [11] => -0.13018179202067 [12] => -0.10457745396059 [13] => -0.027797161620936 [14] => 0.01703333929878 [15] => -0.055024091587952 [16] => 0.042181594515766 [17] => -0.014573525916998 [18] => 0.023252459633711 [19] => 0.094121595840561 [20] => 0.15654915133178 [21] => 0.1430148002541 [22] => 0.051923916046107 [23] => 0.19340290306242 [24] => 0.22608411597582 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.092040486773735 [SumXX] => 81.25 [SumXY] => 7.6711529774989 [SumYY] => 0.7988708778876 [Slope] => 0.094414190492294 [YInt] => -0.37528305825062 [PredictedY] => Array ( [0] => -0.37528305825062 [1] => -0.35167951062754 [2] => -0.32807596300447 [3] => -0.3044724153814 [4] => -0.28086886775832 [5] => -0.25726532013525 [6] => -0.23366177251218 [7] => -0.2100582248891 [8] => -0.18645467726603 [9] => -0.16285112964296 [10] => 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-0.092071073410895 [23] => 0.025804365982342 [24] => 0.034882031272675 ) [SquaredError] => Array ( [0] => 0.00073017528780484 [1] => 0.0006564617368439 [2] => 0.0020778709360697 [3] => 0.0057851078194855 [4] => 0.00024550807655723 [5] => 0.0071630143642802 [6] => 0.0010440923542566 [7] => 0.00015662404162353 [8] => 3.9938114031965E-7 [9] => 0.0058869384519202 [10] => 0.025065818172654 [11] => 0.00021134639673021 [12] => 0.00015717554624434 [13] => 0.0016515915176656 [14] => 0.0038274923831422 [15] => 0.0011420511764896 [16] => 0.0015846681697223 [17] => 0.0016443655362792 [18] => 0.00069318145192805 [19] => 0.00043836840627306 [20] => 0.0035714078526735 [21] => 0.00051181634620734 [22] => 0.0084770825590344 [23] => 0.00066586530375066 [24] => 0.0012167561057079 ) [TotalError] => 0.7988708778876 [SumError] => 1.4155343563971E-15 [SumSquaredError] => 0.074605179374484 [ErrorVariance] => 0.0032437034510645 [StdErr] => 0.056953520093709 [SlopeStdErr] => 0.0063184257543396 [SlopeVal] => [YIntStdErr] => 0.022114490140189 [YIntTVal] => -16.970007260923 [R] => 0.95216160251982 [RSquared] => 0.90661171731312 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 14.942676255624 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.40230481407449 [1] => -1.4948500216801 [2] => -1.4948500216801 [3] => -1.3279021420643 [4] => -1.3372421683184 [5] => -1.2924298239021 [6] => -1.3565473235138 [7] => -1.301029995664 [8] => -1.2218487496164 [9] => -1.3187587626244 [10] => -1.397940008672 [11] => -1.1938200260161 [12] => -1.1366771398795 [13] => -1.1366771398795 [14] => -1.0222763947112 [15] => -1.1366771398795 [16] => -0.99139982823808 [17] => -1.1079053973095 [18] => -1.0362121726544 [19] => -0.95467702121334 [20] => -0.85078088734462 [21] => -0.94309514866353 [22] => -1 [23] => -0.89279003035213 [24] => -0.80687540164554 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -1.1262227023839 [SumXX] => 81.25 [SumXY] => 5.3999201106272 [SumYY] => 1.4658639614763 [Slope] => 0.066460555207719 [YInt] => -1.325604368007 [PredictedY] => Array ( [0] => -1.325604368007 [1] => -1.3089892292051 [2] => -1.2923740904032 [3] => -1.2757589516013 [4] => -1.2591438127993 [5] => -1.2425286739974 [6] => -1.2259135351955 [7] => -1.2092983963935 [8] => -1.1926832575916 [9] => -1.1760681187897 [10] => -1.1594529799877 [11] => -1.1428378411858 [12] => -1.1262227023839 [13] => -1.109607563582 [14] => -1.09299242478 [15] => -1.0763772859781 [16] => -1.0597621471762 [17] => -1.0431470083742 [18] => -1.0265318695723 [19] => -1.0099167307704 [20] => -0.99330159196845 [21] => -0.97668645316652 [22] => -0.96007131436459 [23] => -0.94345617556266 [24] => -0.92684103676073 ) [Error] => Array ( [0] => 0.92329955393256 [1] => -0.18586079247498 [2] => -0.20247593127691 [3] => -0.052143190463028 [4] => -0.078098355519101 [5] => -0.049901149904669 [6] => -0.13063378831835 [7] => -0.091731599270446 [8] => -0.029165492024751 [9] => -0.14269064383474 [10] => -0.23848702868429 [11] => -0.050982184830297 [12] => -0.010454437495658 [13] => -0.027069576297588 [14] => 0.070716030068874 [15] => -0.060299853901447 [16] => 0.068362318938084 [17] => -0.064758388935283 [18] => -0.0096803030821377 [19] => 0.055239709557035 [20] => 0.14252070462383 [21] => 0.03359130450299 [22] => -0.039928685635412 [23] => 0.050666145210526 [24] => 0.11996563511519 ) [SquaredError] => Array ( [0] => 0.85248206629206 [1] => 0.034544234179428 [2] => 0.040996502746452 [3] => 0.0027189123116636 [4] => 0.006099353134788 [5] => 0.0024901247618082 [6] => 0.017065186650403 [7] => 0.0084146863047137 [8] => 0.00085062592504583 [9] => 0.020360619837972 [10] => 0.056876062850662 [11] => 0.0025991831700706 [12] => 0.00010929526335062 [13] => 0.00073276196093093 [14] => 0.0050007569087019 [15] => 0.0036360723805359 [16] => 0.0046734066505924 [17] => 0.0041936489374933 [18] => 9.3708267762045E-5 [19] => 0.0030514255119455 [20] => 0.020312151246472 [21] => 0.0011283757382126 [22] => 0.0015942999365716 [23] => 0.0025670582704941 [24] => 0.014391753608591 ) [TotalError] => 1.4658639614763 [SumError] => -1.7763568394003E-15 [SumSquaredError] => 1.1069822728467 [ErrorVariance] => 0.048129664036814 [StdErr] => 0.21938473975373 [SlopeStdErr] => 0.024338551638043 [SlopeVal] => [YIntStdErr] => 0.085184930733152 [YIntTVal] => -15.56148906383 [R] => 0.4947990031133 [RSquared] => 0.24482605348191 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 2.7306700988663 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.32605800136591 [1] => -0.37365963262496 [2] => -0.22841251911874 [3] => -0.26520017041115 [4] => -0.17263072694617 [5] => -0.20134935455473 [6] => -0.22257317761069 [7] => -0.18708664335714 [8] => -0.23957751657679 [9] => -0.29756946355447 [10] => -0.13018179202067 [11] => -0.10457745396059 [12] => -0.027797161620936 [13] => 0.01703333929878 [14] => -0.055024091587952 [15] => 0.042181594515766 [16] => -0.014573525916998 [17] => 0.023252459633711 [18] => 0.094121595840561 [19] => 0.15654915133178 [20] => 0.1430148002541 [21] => 0.051923916046107 [22] => 0.19340290306242 [23] => 0.22608411597582 [24] => 0.24772783290972 ) [ConfInt] => 95 [Alpha] => 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[17] => 0.00083489189775758 [18] => 0.00033626071292813 [19] => 0.0032635788053841 [20] => 0.00039824843132687 [21] => 0.0089817222733678 [22] => 0.00053221617712481 [23] => 0.0010312959294519 [24] => 0.00090723164030037 ) [TotalError] => 0.80114773846692 [SumError] => 6.9388939039072E-16 [SumSquaredError] => 0.074813669644633 [ErrorVariance] => 0.0032527682454188 [StdErr] => 0.057033045205554 [SlopeStdErr] => 0.0063272482733687 [SlopeVal] => [YIntStdErr] => 0.02214536895679 [YIntTVal] => -15.790475615401 [R] => 0.95216431732272 [RSquared] => 0.90661688718263 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 14.943132483345 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1.4948500216801 [1] => -1.4948500216801 [2] => -1.3279021420643 [3] => -1.3372421683184 [4] => -1.2924298239021 [5] => -1.3565473235138 [6] => -1.301029995664 [7] => -1.2218487496164 [8] => -1.3187587626244 [9] => -1.397940008672 [10] => -1.1938200260161 [11] => -1.1366771398795 [12] => -1.1366771398795 [13] => -1.0222763947112 [14] => -1.1366771398795 [15] => -0.99139982823808 [16] => -1.1079053973095 [17] => -1.0362121726544 [18] => -0.95467702121334 [19] => -0.85078088734462 [20] => -0.94309514866353 [21] => -1 [22] => -0.89279003035213 [23] => -0.80687540164554 [24] => -0.83863199776503 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -1.1436757897315 [SumXX] => 81.25 [SumXY] => 8.6154253614893 [SumYY] => 1.0169000093961 [Slope] => 0.1060360044491 [YInt] => -1.4617838030788 [PredictedY] => Array ( [0] => -1.4617838030788 [1] => -1.4352748019665 [2] => -1.4087658008543 [3] => 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[SumSquaredError] => 0.10335472743431 [ErrorVariance] => 0.0044936838014916 [StdErr] => 0.067034944629586 [SlopeStdErr] => 0.0074368593879957 [SlopeVal] => [YIntStdErr] => 0.026029007857985 [YIntTVal] => -56.159797217564 [R] => 0.94782009887817 [RSquared] => 0.89836293983743 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 14.258169869429 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.37365963262496 [1] => -0.22841251911874 [2] => -0.26520017041115 [3] => -0.17263072694617 [4] => -0.20134935455473 [5] => -0.22257317761069 [6] => -0.18708664335714 [7] => -0.23957751657679 [8] => -0.29756946355447 [9] => -0.13018179202067 [10] => -0.10457745396059 [11] => -0.027797161620936 [12] => 0.01703333929878 [13] => -0.055024091587952 [14] => 0.042181594515766 [15] => -0.014573525916998 [16] => 0.023252459633711 [17] => 0.094121595840561 [18] => 0.15654915133178 [19] => 0.1430148002541 [20] => 0.051923916046107 [21] => 0.19340290306242 [22] => 0.22608411597582 [23] => 0.24772783290972 [24] => 0.1476763242411 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.047089807870086 [SumXX] => 81.25 [SumXY] => 7.4781842216957 [SumYY] => 0.77023530015248 [Slope] => 0.09203919042087 [YInt] => -0.3232073791327 [PredictedY] => Array ( [0] => -0.3232073791327 [1] => -0.30019758152748 [2] => -0.27718778392226 [3] => -0.25417798631704 [4] => -0.23116818871183 [5] => -0.20815839110661 [6] => -0.18514859350139 [7] => -0.16213879589617 [8] => -0.13912899829096 [9] => -0.11611920068574 [10] => -0.093109403080521 [11] => -0.070099605475303 [12] => -0.047089807870086 [13] => 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[0] => 0.0025454298824474 [1] => 0.0051530951850259 [2] => 0.00014370287769171 [3] => 0.0066499555108998 [4] => 0.00088916287048835 [5] => 0.0002077860699582 [6] => 3.756037243385E-6 [7] => 0.0059967554606502 [8] => 0.02510338103292 [9] => 0.00019775647505334 [10] => 0.0001315161909879 [11] => 0.0017894967560519 [12] => 0.0041117780028401 [13] => 0.00095753616892964 [14] => 0.0018707188239394 [15] => 0.001333207264862 [16] => 0.00047075646406942 [17] => 0.00068447199445166 [18] => 0.004300759165545 [19] => 0.00084309074127667 [20] => 0.0072359958578613 [21] => 0.0011158627905778 [22] => 0.0018555372783285 [23] => 0.0017397130153695 [24] => 0.0066180566520083 ) [TotalError] => 0.77023530015248 [SumError] => -1.1102230246252E-16 [SumSquaredError] => 0.081949278569478 [ErrorVariance] => 0.0035630121117164 [StdErr] => 0.059690971777283 [SlopeStdErr] => 0.0066221187515467 [SlopeVal] => [YIntStdErr] => 0.023177415630414 [YIntTVal] => -13.944927436542 [R] => 0.94530676407522 [RSquared] => 0.89360487820637 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 13.898752631002 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1.4948500216801 [1] => -1.3279021420643 [2] => -1.3372421683184 [3] => -1.2924298239021 [4] => -1.3565473235138 [5] => -1.301029995664 [6] => -1.2218487496164 [7] => -1.3187587626244 [8] => -1.397940008672 [9] => -1.1938200260161 [10] => -1.1366771398795 [11] => -1.1366771398795 [12] => -1.0222763947112 [13] => -1.1366771398795 [14] => -0.99139982823808 [15] => -1.1079053973095 [16] => -1.0362121726544 [17] => -0.95467702121334 [18] => 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-0.813326810004 ) [Error] => Array ( [0] => -0.070321385232854 [1] => 0.071159751614489 [2] => 0.036352982591877 [3] => 0.055698584239771 [4] => -0.033885658140446 [5] => -0.0038350730590828 [6] => 0.049879430220074 [7] => -0.072497325556451 [8] => -0.17714531437254 [9] => 0.0015079255149122 [10] => 0.033184068883013 [11] => 0.0077173261145445 [12] => 0.096651328514468 [13] => -0.043216159422392 [14] => 0.076594409450601 [15] => -0.065377902389304 [16] => -0.019151420502698 [17] => 0.036916988169936 [18] => 0.11534637927019 [19] => -0.0024346248171851 [20] => -0.084806218922126 [21] => -0.0030629920427261 [22] => 0.057384893895399 [23] => 0.00016155500744386 [24] => -0.062821549028913 ) [SquaredError] => Array ( [0] => 0.0049450972210675 [1] => 0.0050637102498357 [2] => 0.0013215393433253 [3] => 0.0031023322863149 [4] => 0.0011482378276112 [5] => 1.4707785368503E-5 [6] => 0.0024879575590792 [7] => 0.0052558622128381 [8] => 0.031380462404148 [9] => 2.2738393585232E-6 [10] => 0.0011011824276325 [11] => 5.955712235823E-5 [12] => 0.0093414793036116 [13] => 0.0018676364352216 [14] => 0.0058667035590863 [15] => 0.0042742701208254 [16] => 0.00036677690727115 [17] => 0.0013628640155392 [18] => 0.013304787210743 [19] => 5.9273980004538E-6 [20] => 0.0071920947678675 [21] => 9.3819202538033E-6 [22] => 0.0032930260473862 [23] => 2.6100020430185E-8 [24] => 0.0039465470223922 ) [TotalError] => 0.94983592449309 [SumError] => -4.2188474935756E-15 [SumSquaredError] => 0.10671444108716 [ErrorVariance] => 0.0046397583081372 [StdErr] => 0.068115771361244 [SlopeStdErr] => 0.0075567663480229 [SlopeVal] => [YIntStdErr] => 0.02644868221808 [YIntTVal] => -53.860098764143 [R] => 0.9421515829346 [RSquared] => 0.88764960522618 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 13.480232996819 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.22841251911874 [1] => -0.26520017041115 [2] => -0.17263072694617 [3] => -0.20134935455473 [4] => -0.22257317761069 [5] => -0.18708664335714 [6] => -0.23957751657679 [7] => -0.29756946355447 [8] => -0.13018179202067 [9] => -0.10457745396059 [10] => -0.027797161620936 [11] => 0.01703333929878 [12] => -0.055024091587952 [13] => 0.042181594515766 [14] => -0.014573525916998 [15] => 0.023252459633711 [16] => 0.094121595840561 [17] => 0.15654915133178 [18] => 0.1430148002541 [19] => 0.051923916046107 [20] => 0.19340290306242 [21] => 0.22608411597582 [22] => 0.24772783290972 [23] => 0.1476763242411 [24] => 0.2397998184471 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.022551429827203 [SumXX] => 81.25 [SumXY] => 7.2775011701939 [SumYY] => 0.73083980747608 [Slope] => 0.089569245171618 [YInt] => -0.29125916534206 [PredictedY] => Array ( [0] => -0.29125916534206 [1] => -0.26886685404915 [2] => -0.24647454275625 [3] => -0.22408223146334 [4] => -0.20168992017044 [5] => -0.17929760887753 [6] => -0.15690529758463 [7] => -0.13451298629173 [8] => -0.11212067499882 [9] => -0.089728363705917 [10] => -0.067336052413012 [11] => -0.044943741120108 [12] => -0.022551429827203 [13] => -0.00015911853429901 [14] => 0.022233192758605 [15] => 0.04462550405151 [16] => 0.067017815344414 [17] => 0.089410126637319 [18] => 0.11180243793022 [19] => 0.13419474922313 [20] => 0.15658706051603 [21] => 0.17897937180894 [22] => 0.20137168310184 [23] => 0.22376399439475 [24] => 0.24615630568765 ) [Error] => Array ( [0] => 0.062846646223312 [1] => 0.0036666836379991 [2] => 0.073843815810073 [3] => 0.022732876908612 [4] => -0.02088325744025 [5] => -0.00778903447961 [6] => -0.082672218992158 [7] => -0.16305647726275 [8] => 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[20] => 0.0013554062624003 [21] => 0.0022188569230279 [22] => 0.0021488926250108 [23] => 0.0057893335494101 [24] => 4.0404930039288E-5 ) [TotalError] => 0.73083980747608 [SumError] => 8.4654505627668E-16 [SumSquaredError] => 0.078999520926243 [ErrorVariance] => 0.0034347617794019 [StdErr] => 0.058606840721898 [SlopeStdErr] => 0.0065018452097155 [SlopeVal] => [YIntStdErr] => 0.022756458234004 [YIntTVal] => -12.798967323783 [R] => 0.94440766197956 [RSquared] => 0.8919058320057 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 13.77597317109 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1.3279021420643 [1] => -1.3372421683184 [2] => -1.2924298239021 [3] => -1.3565473235138 [4] => -1.301029995664 [5] => -1.2218487496164 [6] => -1.3187587626244 [7] => -1.397940008672 [8] => -1.1938200260161 [9] => -1.1366771398795 [10] => -1.1366771398795 [11] => -1.0222763947112 [12] => -1.1366771398795 [13] => -0.99139982823808 [14] => -1.1079053973095 [15] => -1.0362121726544 [16] => -0.95467702121334 [17] => -0.85078088734462 [18] => -0.94309514866353 [19] => -1 [20] => -0.89279003035213 [21] => -0.80687540164554 [22] => -0.83863199776503 [23] => -0.87614835903291 [24] => -0.82973828460504 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -1.0923232537426 [SumXX] => 81.25 [SumXY] => 7.9225122456369 [SumYY] => 0.87445393651568 [Slope] => 0.097507843023223 [YInt] => -1.3848467828123 [PredictedY] => Array ( [0] => -1.3848467828123 [1] => -1.3604698220565 [2] => -1.3360928613007 [3] => -1.3117159005449 [4] => -1.2873389397891 [5] => -1.2629619790333 [6] => 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0.066576812819137 [SlopeStdErr] => 0.0073860342269652 [SlopeVal] => [YIntStdErr] => 0.025851119794378 [YIntTVal] => -53.570088794121 [R] => 0.93990241555292 [RSquared] => 0.88341655076222 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 13.201650578228 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.26520017041115 [1] => -0.17263072694617 [2] => -0.20134935455473 [3] => -0.22257317761069 [4] => -0.18708664335714 [5] => -0.23957751657679 [6] => -0.29756946355447 [7] => -0.13018179202067 [8] => -0.10457745396059 [9] => -0.027797161620936 [10] => 0.01703333929878 [11] => 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9.1163179962928E-5 [4] => 5.0155708205017E-6 [5] => 0.0054686575649526 [6] => 0.024224234621279 [7] => 0.00014286799261433 [8] => 0.00010095121144071 [9] => 0.0018519077900547 [10] => 0.0041171796983762 [11] => 0.00099800543035455 [12] => 0.0017569021030404 [13] => 0.0014852352887031 [14] => 0.00059593651800695 [15] => 0.00051793926613996 [16] => 0.0037806251545676 [17] => 0.00058822698828808 [18] => 0.0081968649009502 [19] => 0.00074220294570394 [20] => 0.0013122918264969 [21] => 0.0011676052684665 [22] => 0.0080246328817432 [23] => 0.00044757071511941 [24] => 0.0032916561238531 ) [TotalError] => 0.80836287141132 [SumError] => 2.4980018054066E-16 [SumSquaredError] => 0.078224649311239 [ErrorVariance] => 0.0034010717091843 [StdErr] => 0.058318708054829 [SlopeStdErr] => 0.006469879760323 [SlopeVal] => [YIntStdErr] => 0.022644579161131 [YIntTVal] => -12.547037097181 [R] => 0.95038454012147 [RSquared] => 0.9032307741019 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 14.651923671999 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1.3372421683184 [1] => -1.2924298239021 [2] => -1.3565473235138 [3] => -1.301029995664 [4] => -1.2218487496164 [5] => -1.3187587626244 [6] => -1.397940008672 [7] => -1.1938200260161 [8] => -1.1366771398795 [9] => -1.1366771398795 [10] => -1.0222763947112 [11] => -1.1366771398795 [12] => -0.99139982823808 [13] => -1.1079053973095 [14] => -1.0362121726544 [15] => -0.95467702121334 [16] => -0.85078088734462 [17] => -0.94309514866353 [18] => -1 [19] => -0.89279003035213 [20] => -0.80687540164554 [21] => -0.83863199776503 [22] => -0.87614835903291 [23] => -0.82973828460504 [24] => -0.68402965454308 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -1.0665683542418 [SumXX] => 81.25 [SumXY] => 8.3817616561901 [SumYY] => 0.96907731583265 [Slope] => 0.1031601434608 [YInt] => -1.3760487846242 [PredictedY] => Array ( [0] => -1.3760487846242 [1] => -1.350258748759 [2] => -1.3244687128938 [3] => -1.2986786770286 [4] => -1.2728886411634 [5] => -1.2470986052982 [6] => -1.221308569433 [7] => -1.1955185335678 [8] => -1.1697284977026 [9] => -1.1439384618374 [10] => -1.1181484259722 [11] => -1.092358390107 [12] => -1.0665683542418 [13] => -1.0407783183766 [14] => -1.0149882825114 [15] => -0.98919824664617 [16] => -0.96340821078097 [17] => -0.93761817491577 [18] => -0.91182813905057 [19] => -0.88603810318537 [20] => -0.86024806732017 [21] => -0.83445803145497 [22] => -0.80866799558977 [23] => -0.78287795972457 [24] => -0.75708792385937 ) [Error] => Array ( [0] => 0.038806616305747 [1] => 0.057828924856909 [2] => -0.032078610620039 [3] => -0.0023513186354085 [4] => 0.051039891547016 [5] => -0.071660157326241 [6] => -0.17663143923907 [7] => 0.0016985075516587 [8] => 0.033051357823027 [9] => 0.007261321957827 [10] => 0.095872031261018 [11] => -0.044318749772574 [12] => 0.075168526003688 [13] => -0.06712707893295 [14] => -0.021223890143075 [15] => 0.034521225432827 [16] => 0.11262732343635 [17] => -0.0054769737477586 [18] => -0.088171860949431 [19] => -0.0067519271667634 [20] => 0.05337266567463 [21] => -0.0041739663100574 [22] => -0.067480363443147 [23] => -0.046860324880476 [24] => 0.073058269316285 ) [SquaredError] => Array ( [0] => 0.0015059534691015 [1] => 0.0033441845501061 [2] => 0.0010290372593121 [3] => 5.5286993252193E-6 [4] => 0.0026050705291311 [5] => 0.0051351781480215 [6] => 0.031198665327664 [7] => 2.8849279030416E-6 [8] => 0.0010923922539458 [9] => 5.2726796575221E-5 [10] => 0.0091914463781137 [11] => 0.001964151581404 [12] => 0.0056503073015671 [13] => 0.0045060447260705 [14] => 0.00045045351280532 [15] => 0.001191715005384 [16] => 0.012684913984436 [17] => 2.9997241433637E-5 [18] => 0.0077742770632858 [19] => 4.5588520465278E-5 [20] => 0.0028486414412158 [21] => 1.7421994757494E-5 [22] => 0.0045535994504192 [23] => 0.0021958900479037 [24] => 0.0053375107154908 ) [TotalError] => 0.96907731583265 [SumError] => -3.5527136788005E-15 [SumSquaredError] => 0.10441358092584 [ErrorVariance] => 0.004539720909819 [StdErr] => 0.067377451048693 [SlopeStdErr] => 0.0074748570635732 [SlopeVal] => [YIntStdErr] => 0.026161999722506 [YIntTVal] => -52.597232597645 [R] => 0.9445923159982 [RSquared] => 0.89225464344285 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 13.80095198924 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.17263072694617 [1] => -0.20134935455473 [2] => -0.22257317761069 [3] => -0.18708664335714 [4] => -0.23957751657679 [5] => -0.29756946355447 [6] => -0.13018179202067 [7] => -0.10457745396059 [8] => -0.027797161620936 [9] => 0.01703333929878 [10] => -0.055024091587952 [11] => 0.042181594515766 [12] => -0.014573525916998 [13] => 0.023252459633711 [14] => 0.094121595840561 [15] => 0.15654915133178 [16] => 0.1430148002541 [17] => 0.051923916046107 [18] => 0.19340290306242 [19] => 0.22608411597582 [20] => 0.24772783290972 [21] => 0.1476763242411 [22] => 0.2397998184471 [23] => 0.34202768808747 [24] => 0.32428245529769 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.023845483489399 [SumXX] => 81.25 [SumXY] => 7.8114731804158 [SumYY] => 0.82897744604237 [Slope] => 0.096141208374348 [YInt] => -0.26457814163364 [PredictedY] => Array ( [0] => -0.26457814163364 [1] => -0.24054283954006 [2] => -0.21650753744647 [3] => -0.19247223535288 [4] => -0.1684369332593 [5] => -0.14440163116571 [6] => -0.12036632907212 [7] => -0.096331026978536 [8] => -0.072295724884949 [9] => -0.048260422791362 [10] => -0.024225120697775 [11] => -0.00018981860418787 [12] => 0.023845483489399 [13] => 0.047880785582986 [14] => 0.071916087676573 [15] => 0.09595138977016 [16] => 0.11998669186375 [17] => 0.14402199395733 [18] => 0.16805729605092 [19] => 0.19209259814451 [20] => 0.21612790023809 [21] => 0.24016320233168 [22] => 0.26419850442527 [23] => 0.28823380651886 [24] => 0.31226910861244 ) [Error] => Array ( [0] => 0.091947414687469 [1] => 0.039193484985326 [2] => -0.0060656401642185 [3] => 0.0053855919957388 [4] => -0.071140583317492 [5] => -0.15316783238877 [6] => -0.0098154629485494 [7] => -0.0082464269820565 [8] => 0.044498563264013 [9] => 0.065293762090142 [10] => -0.030798970890177 [11] => 0.042371413119954 [12] => -0.038419009406397 [13] => -0.024628325949275 [14] => 0.022205508163988 [15] => 0.060597761561621 [16] => 0.023028108390348 [17] => -0.092098077911227 [18] => 0.025345607011497 [19] => 0.033991517831316 [20] => 0.031599932671629 [21] => -0.092486878090583 [22] => -0.02439868597817 [23] => 0.053793881568617 [24] => 0.01201334668525 ) [SquaredError] => Array ( [0] => 0.0084543270677094 [1] => 0.001536129265295 [2] => 3.679199060178E-5 [3] => 2.9004601144566E-5 [4] => 0.005060982594753 [5] => 0.023460384878673 [6] => 9.6343312894346E-5 [7] => 6.800355797039E-5 [8] => 0.0019801221325614 [9] => 0.0042632753678841 [10] => 0.00094857660789399 [11] => 0.0017953366497818 [12] => 0.0014760202837689 [13] => 0.00060655443906371 [14] => 0.00049308459282096 [15] => 0.0036720887062791 [16] => 0.00053029377603763 [17] => 0.0084820559549425 [18] => 0.00064239979478124 [19] => 0.0011554232844767 [20] => 0.00099855574485146 [21] => 0.0085538226189423 [22] => 0.00059529587746133 [23] => 0.0028937816942183 [24] => 0.00014432049858002 ) [TotalError] => 0.82897744604237 [SumError] => 2.4980018054066E-16 [SumSquaredError] => 0.077972975293387 [ErrorVariance] => 0.003390129360582 [StdErr] => 0.058224817394149 [SlopeStdErr] => 0.0064594635267426 [SlopeVal] => [YIntStdErr] => 0.022608122343599 [YIntTVal] => -11.702791484077 [R] => 0.9518092119715 [RSquared] => 0.9059407759938 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 14.883776025101 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1.2924298239021 [1] => -1.3565473235138 [2] => -1.301029995664 [3] => -1.2218487496164 [4] => -1.3187587626244 [5] => -1.397940008672 [6] => -1.1938200260161 [7] => -1.1366771398795 [8] => -1.1366771398795 [9] => -1.0222763947112 [10] => -1.1366771398795 [11] => -0.99139982823808 [12] => -1.1079053973095 [13] => -1.0362121726544 [14] => -0.95467702121334 [15] => -0.85078088734462 [16] => -0.94309514866353 [17] => -1 [18] => -0.89279003035213 [19] => -0.80687540164554 [20] => -0.83863199776503 [21] => -0.87614835903291 [22] => -0.82973828460504 [23] => -0.68402965454308 [24] => -0.74472749489669 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -1.0428677673049 [SumXX] => 81.25 [SumXY] => 8.4675943384762 [SumYY] => 0.98535159542102 [Slope] => 0.10421654570432 [YInt] => -1.3555174044179 [PredictedY] => Array ( [0] => -1.3555174044179 [1] => -1.3294632679918 [2] => -1.3034091315657 [3] => -1.2773549951396 [4] => -1.2513008587135 [5] => -1.2252467222875 [6] => -1.1991925858614 [7] => -1.1731384494353 [8] => -1.1470843130092 [9] => -1.1210301765831 [10] => -1.0949760401571 [11] => -1.068921903731 [12] => -1.0428677673049 [13] => -1.0168136308788 [14] => -0.99075949445274 [15] => -0.96470535802666 [16] => -0.93865122160058 [17] => -0.9125970851745 [18] => -0.88654294874842 [19] => -0.86048881232234 [20] => -0.83443467589626 [21] => -0.80838053947018 [22] => -0.78232640304409 [23] => -0.75627226661801 [24] => -0.73021813019193 ) [Error] => Array ( [0] => 0.063087580515804 [1] => -0.027084055522026 [2] => 0.0023791359017253 [3] => 0.055506245523269 [4] => -0.067457903910867 [5] => -0.17269328638457 [6] => 0.0053725598452714 [7] => 0.03646130955576 [8] => 0.010407173129679 [9] => 0.09875378187199 [10] => -0.041701099722482 [11] => 0.077522075492899 [12] => -0.065037630004619 [13] => -0.019398541775625 [14] => 0.036082473239397 [15] => 0.11392447068204 [16] => -0.0044439270629489 [17] => -0.087402914825502 [18] => -0.0062470816037143 [19] => 0.053613410676798 [20] => -0.004197321868769 [21] => -0.067767819562738 [22] => -0.047411881560948 [23] => 0.072242612074932 [24] => -0.01450936470476 ) [SquaredError] => Array ( [0] => 0.0039800428153381 [1] => 0.00073354606352016 [2] => 5.6602876388784E-6 [3] => 0.0030809432920895 [4] => 0.0045505688000478 [5] => 0.029822971162304 [6] => 2.8864399291023E-5 [7] => 0.0013294270945209 [8] => 0.00010830925255111 [9] => 0.0097523094340206 [10] => 0.0017389817180644 [11] => 0.0060096721887267 [12] => 0.0042298933166177 [13] => 0.00037630342302065 [14] => 0.0013019448750718 [15] => 0.012978785020183 [16] => 1.974848774081E-5 [17] => 0.007639269519994 [18] => 3.9026028563466E-5 [19] => 0.002874397804399 [20] => 1.7617510870046E-5 [21] => 0.0045924773682879 [22] => 0.0022478865131493 [23] => 0.0052189949994091 [24] => 0.00021052166413574 ) [TotalError] => 0.98535159542102 [SumError] => -7.6605388699136E-15 [SumSquaredError] => 0.10288816303956 [ErrorVariance] => 0.0044733983930242 [StdErr] => 0.066883468757415 [SlopeStdErr] => 0.0074200546487925 [SlopeVal] => [YIntStdErr] => 0.025970191270774 [YIntTVal] => -52.195125953629 [R] => 0.94635209304541 [RSquared] => 0.89558228401143 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 14.045253119703 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.20134935455473 [1] => -0.22257317761069 [2] => -0.18708664335714 [3] => -0.23957751657679 [4] => -0.29756946355447 [5] => -0.13018179202067 [6] => -0.10457745396059 [7] => -0.027797161620936 [8] => 0.01703333929878 [9] => -0.055024091587952 [10] => 0.042181594515766 [11] => -0.014573525916998 [12] => 0.023252459633711 [13] => 0.094121595840561 [14] => 0.15654915133178 [15] => 0.1430148002541 [16] => 0.051923916046107 [17] => 0.19340290306242 [18] => 0.22608411597582 [19] => 0.24772783290972 [20] => 0.1476763242411 [21] => 0.2397998184471 [22] => 0.34202768808747 [23] => 0.32428245529769 [24] => 0.2718416065365 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.041624376828706 [SumXX] => 81.25 [SumXY] => 7.9169138656414 [SumYY] => 0.84397439561237 [Slope] => 0.097438939884818 [YInt] => -0.25069244282575 [PredictedY] => Array ( [0] => -0.25069244282575 [1] => -0.22633270785454 [2] => -0.20197297288334 [3] => -0.17761323791213 [4] => -0.15325350294093 [5] => -0.12889376796972 [6] => -0.10453403299852 [7] => -0.080174298027316 [8] => -0.055814563056112 [9] => -0.031454828084907 [10] => -0.0070950931137028 [11] => 0.017264641857502 [12] => 0.041624376828706 [13] => 0.06598411179991 [14] => 0.090343846771115 [15] => 0.11470358174232 [16] => 0.13906331671352 [17] => 0.16342305168473 [18] => 0.18778278665593 [19] => 0.21214252162714 [20] => 0.23650225659834 [21] => 0.26086199156955 [22] => 0.28522172654075 [23] => 0.30958146151195 [24] => 0.33394119648316 ) [Error] => Array ( [0] => 0.049343088271016 [1] => 0.003759530243854 [2] => 0.014886329526194 [3] => -0.061964278664654 [4] => -0.14431596061355 [5] => -0.0012880240509469 [6] => -4.3420962071564E-5 [7] => 0.052377136406381 [8] => 0.072847902354892 [9] => -0.023569263503045 [10] => 0.049276687629469 [11] => -0.0318381677745 [12] => -0.018371917194995 [13] => 0.028137484040651 [14] => 0.066205304560666 [15] => 0.028311218511776 [16] => -0.087139400667417 [17] => 0.029979851377689 [18] => 0.038301329319891 [19] => 0.035585311282586 [20] => -0.088825932357243 [21] => -0.021062173122447 [22] => 0.056805961546722 [23] => 0.014700993785738 [24] => -0.06209958994666 ) [SquaredError] => Array ( [0] => 0.0024347403601213 [1] => 1.4134067654453E-5 [2] => 0.00022160280676243 [3] => 0.0038395718304309 [4] => 0.02082709648781 [5] => 1.6590059558176E-6 [6] => 1.8853799472202E-9 [7] => 0.0027433644181326 [8] => 0.0053068168775079 [9] => 0.00055551018207596 [10] => 0.0024281919437323 [11] => 0.0010136689272372 [12] => 0.00033752734141974 [13] => 0.00079171800813789 [14] => 0.0043831423519706 [15] => 0.00080152509362151 [16] => 0.0075932751486767 [17] => 0.00089879148862834 [18] => 0.0014669918276708 [19] => 0.0012663143790786 [20] => 0.0078900462591334 [21] => 0.00044361513663993 [22] => 0.0032269172672476 [23] => 0.00021611921828831 [24] => 0.0038563590715433 ) [TotalError] => 0.84397439561237 [SumError] => 8.3266726846887E-16 [SumSquaredError] => 0.072558701384858 [ErrorVariance] => 0.0031547261471677 [StdErr] => 0.056166948886046 [SlopeStdErr] => 0.0062311635136925 [SlopeVal] => [YIntStdErr] => 0.021809072297924 [YIntTVal] => -11.494869630453 [R] => 0.95604778463988 [RSquared] => 0.91402736651482 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 15.637358844894 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1.3565473235138 [1] => -1.301029995664 [2] => -1.2218487496164 [3] => -1.3187587626244 [4] => -1.397940008672 [5] => -1.1938200260161 [6] => -1.1366771398795 [7] => -1.1366771398795 [8] => -1.0222763947112 [9] => -1.1366771398795 [10] => -0.99139982823808 [11] => -1.1079053973095 [12] => -1.0362121726544 [13] => -0.95467702121334 [14] => -0.85078088734462 [15] => -0.94309514866353 [16] => -1 [17] => -0.89279003035213 [18] => -0.80687540164554 [19] => -0.83863199776503 [20] => -0.87614835903291 [21] => -0.82973828460504 [22] => -0.68402965454308 [23] => -0.74472749489669 [24] => -0.75448733218585 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -1.0213500676363 [SumXX] => 81.25 [SumXY] => 8.5216589598926 [SumYY] => 0.99465836571171 [Slope] => 0.10488195642945 [YInt] => -1.3359959369246 [PredictedY] => Array ( [0] => -1.3359959369246 [1] => -1.3097754478172 [2] => -1.2835549587099 [3] => -1.2573344696025 [4] => -1.2311139804951 [5] => -1.2048934913878 [6] => -1.1786730022804 [7] => -1.1524525131731 [8] => -1.1262320240657 [9] => -1.1000115349583 [10] => -1.073791045851 [11] => -1.0475705567436 [12] => -1.0213500676363 [13] => -0.99512957852889 [14] => -0.96890908942153 [15] => -0.94268860031417 [16] => -0.91646811120681 [17] => -0.89024762209944 [18] => -0.86402713299208 [19] => -0.83780664388472 [20] => -0.81158615477736 [21] => -0.78536566567 [22] => -0.75914517656264 [23] => -0.73292468745527 [24] => -0.70670419834791 ) [Error] => Array ( [0] => -0.02055138658922 [1] => 0.0087454521532502 [2] => 0.061706209093513 [3] => -0.061424293021905 [4] => -0.16682602817689 [5] => 0.011073465371672 [6] => 0.041995862400879 [7] => 0.015775373293517 [8] => 0.10395562935455 [9] => -0.036665604921206 [10] => 0.082391217612893 [11] => -0.060334840565905 [12] => -0.014862105018193 [13] => 0.040452557315548 [14] => 0.11812820207691 [15] => -0.00040654834936027 [16] => -0.083531888793194 [17] => -0.002542408252688 [18] => 0.057151731346544 [19] => -0.00082535388030491 [20] => -0.064562204255556 [21] => -0.044372618935046 [22] => 0.075115522019553 [23] => -0.011802807441421 [24] => -0.047783133837939 ) [SquaredError] => Array ( [0] => 0.00042235949073955 [1] => 7.6482933364788E-5 [2] => 0.0038076562406923 [3] => 0.0037729437732408 [4] => 0.027830923677277 [5] => 0.00012262163533761 [6] => 0.0017636524587935 [7] => 0.0002488624025498 [8] => 0.0108067728745 [9] => 0.001344366584238 [10] => 0.0067883127397351 [11] => 0.0036402929861132 [12] => 0.00022088216557178 [13] => 0.0016364093933677 [14] => 0.013954272125923 [15] => 1.6528156036756E-7 [16] => 0.0069775764453586 [17] => 6.4638397233362E-6 [18] => 0.0032663203959075 [19] => 6.8120902773438E-7 [20] => 0.0041682782183361 [21] => 0.0019689293111548 [22] => 0.0056423416482699 [23] => 0.00013930626349925 [24] => 0.0022832278793743 ) [TotalError] => 0.99465836571171 [SumError] => -4.8849813083507E-15 [SumSquaredError] => 0.10089010197366 [ErrorVariance] => 0.0043865261727677 [StdErr] => 0.066230855141449 [SlopeStdErr] => 0.0073476536686253 [SlopeVal] => [YIntStdErr] => 0.025716787840189 [YIntTVal] => -51.950342524379 [R] => 0.94792831260371 [RSquared] => 0.89856808583572 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 14.274210674531 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.22257317761069 [1] => -0.18708664335714 [2] => -0.23957751657679 [3] => -0.29756946355447 [4] => -0.13018179202067 [5] => -0.10457745396059 [6] => -0.027797161620936 [7] => 0.01703333929878 [8] => -0.055024091587952 [9] => 0.042181594515766 [10] => -0.014573525916998 [11] => 0.023252459633711 [12] => 0.094121595840561 [13] => 0.15654915133178 [14] => 0.1430148002541 [15] => 0.051923916046107 [16] => 0.19340290306242 [17] => 0.22608411597582 [18] => 0.24772783290972 [19] => 0.1476763242411 [20] => 0.2397998184471 [21] => 0.34202768808747 [22] => 0.32428245529769 [23] => 0.2718416065365 [24] => 0.35487642251623 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.063873407911545 [SumXX] => 81.25 [SumXY] => 8.0670053757078 [SumYY] => 0.87068952099428 [Slope] => 0.099286220008712 [YInt] => -0.23398525211459 [PredictedY] => Array ( [0] => -0.23398525211459 [1] => -0.20916369711241 [2] => -0.18434214211024 [3] => 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[SumSquaredError] => 0.069747050450284 [ErrorVariance] => 0.0030324804543602 [StdErr] => 0.055067962140978 [SlopeStdErr] => 0.0061092418810648 [SlopeVal] => [YIntStdErr] => 0.021382346583727 [YIntTVal] => -10.942917382729 [R] => 0.95911128883246 [RSquared] => 0.91989446436585 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.251807006765 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1.301029995664 [1] => -1.2218487496164 [2] => -1.3187587626244 [3] => -1.397940008672 [4] => -1.1938200260161 [5] => -1.1366771398795 [6] => -1.1366771398795 [7] => -1.0222763947112 [8] => -1.1366771398795 [9] => -0.99139982823808 [10] => -1.1079053973095 [11] => -1.0362121726544 [12] => -0.95467702121334 [13] => -0.85078088734462 [14] => -0.94309514866353 [15] => -1 [16] => -0.89279003035213 [17] => -0.80687540164554 [18] => -0.83863199776503 [19] => -0.87614835903291 [20] => -0.82973828460504 [21] => -0.68402965454308 [22] => -0.74472749489669 [23] => -0.75448733218585 [24] => -0.70333480973847 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.99522156708524 [SumXX] => 81.25 [SumXY] => 8.3863136519838 [SumYY] => 0.96636740609355 [Slope] => 0.10321616802442 [YInt] => -1.3048700711585 [PredictedY] => Array ( [0] => -1.3048700711585 [1] => -1.2790660291524 [2] => -1.2532619871463 [3] => -1.2274579451402 [4] => -1.2016539031341 [5] => -1.175849861128 [6] => -1.1500458191219 [7] => -1.1242417771158 [8] => -1.0984377351097 [9] => -1.0726336931036 [10] => -1.0468296510974 [11] => -1.0210256090913 [12] => -0.99522156708524 [13] => -0.96941752507913 [14] => 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1.4746179803511E-5 [1] => 0.0032738170775039 [2] => 0.004289827598033 [3] => 0.029064133986082 [4] => 6.1369630699273E-5 [5] => 0.0015345020900067 [6] => 0.00017872158468401 [7] => 0.010396939208918 [8] => 0.0014622520771554 [9] => 0.0065989408009812 [10] => 0.0037302467753616 [11] => 0.00023063171285615 [12] => 0.0016438601999583 [13] => 0.01407465181295 [14] => 2.6867056007459E-7 [15] => 0.0067552879777311 [16] => 6.1564626330247E-7 [17] => 0.0035195689852119 [18] => 3.116345111736E-6 [19] => 0.0037890286112861 [20] => 0.0016768249881671 [21] => 0.0062339764261624 [22] => 5.6947366212738E-5 [23] => 0.0018584916864556 [24] => 0.00031547964677563 ) [TotalError] => 0.96636740609355 [SumError] => -1.0214051826551E-14 [SumSquaredError] => 0.10076424708493 [ErrorVariance] => 0.0043810542210839 [StdErr] => 0.066189532564326 [SlopeStdErr] => 0.0073430693402975 [SlopeVal] => [YIntStdErr] => 0.025700742691041 [YIntTVal] => -50.771687294987 [R] => 0.94642952376323 [RSquared] => 0.89572884345069 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 14.056270374295 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.18708664335714 [1] => -0.23957751657679 [2] => -0.29756946355447 [3] => -0.13018179202067 [4] => -0.10457745396059 [5] => -0.027797161620936 [6] => 0.01703333929878 [7] => -0.055024091587952 [8] => 0.042181594515766 [9] => -0.014573525916998 [10] => 0.023252459633711 [11] => 0.094121595840561 [12] => 0.15654915133178 [13] => 0.1430148002541 [14] => 0.051923916046107 [15] => 0.19340290306242 [16] => 0.22608411597582 [17] => 0.24772783290972 [18] => 0.1476763242411 [19] => 0.2397998184471 [20] => 0.34202768808747 [21] => 0.32428245529769 [22] => 0.2718416065365 [23] => 0.35487642251623 [24] => 0.40260524191991 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.088880544692769 [SumXX] => 81.25 [SumXY] => 8.1522494747857 [SumYY] => 0.88774320775773 [Slope] => 0.10033537815121 [YInt] => -0.21212558976086 [PredictedY] => Array ( [0] => -0.21212558976086 [1] => -0.18704174522305 [2] => -0.16195790068525 [3] => -0.13687405614745 [4] => -0.11179021160965 [5] => -0.086706367071846 [6] => -0.061622522534044 [7] => -0.036538677996242 [8] => -0.01145483345844 [9] => 0.013629011079362 [10] => 0.038712855617164 [11] => 0.063796700154967 [12] => 0.088880544692769 [13] => 0.11396438923057 [14] => 0.13904823376837 [15] => 0.16413207830618 [16] => 0.18921592284398 [17] => 0.21429976738178 [18] => 0.23938361191958 [19] => 0.26446745645738 [20] => 0.28955130099519 [21] => 0.31463514553299 [22] => 0.33971899007079 [23] => 0.36480283460859 [24] => 0.38988667914639 ) [Error] => Array ( [0] => 0.025038946403713 [1] => -0.052535771353733 [2] => -0.13561156286922 [3] => 0.0066922641267788 [4] => 0.0072127576490564 [5] => 0.058909205450911 [6] => 0.078655861832825 [7] => -0.01848541359171 [8] => 0.053636427974206 [9] => -0.028202536996361 [10] => -0.015460395983453 [11] => 0.030324895685595 [12] => 0.067668606639013 [13] => 0.029050411023524 [14] => -0.087124317722267 [15] => 0.029270824756242 [16] => 0.036868193131846 [17] => 0.033428065527944 [18] => -0.091707287678483 [19] => -0.024667638010285 [20] => 0.052476387092286 [21] => 0.0096473097647045 [22] => -0.067877383534291 [23] => -0.0099264120923587 [24] => 0.01271856277352 ) [SquaredError] => Array ( [0] => 0.000626948837008 [1] => 0.0027600072717317 [2] => 0.018390495983833 [3] => 4.478639914257E-5 [4] => 5.2023872904022E-5 [5] => 0.0034702944868576 [6] => 0.0061867446006644 [7] => 0.00034171051565658 [8] => 0.0028768664058322 [9] => 0.00079538309303109 [10] => 0.00023902384396517 [11] => 0.00091959929834221 [12] => 0.0045790403244654 [13] => 0.00084392638063569 [14] => 0.0075906467385704 [15] => 0.00085678118191065 [16] => 0.0013592636648071 [17] => 0.0011174355649405 [18] => 0.008410226613344 [19] => 0.00060849236500647 [20] => 0.0027537712022594 [21] => 9.3070585696162E-5 [22] => 0.0046073391954613 [23] => 9.8533657027326E-5 [24] => 0.00016176183902397 ) [TotalError] => 0.88774320775773 [SumError] => 2.7755575615629E-16 [SumSquaredError] => 0.069784173922117 [ErrorVariance] => 0.0030340945183529 [StdErr] => 0.055082615391364 [SlopeStdErr] => 0.0061108675132377 [SlopeVal] => [YIntStdErr] => 0.021388036296332 [YIntTVal] => -9.9179553850504 [R] => 0.95989139308082 [RSquared] => 0.92139148651063 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.419170917035 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1.2218487496164 [1] => -1.3187587626244 [2] => -1.397940008672 [3] => -1.1938200260161 [4] => -1.1366771398795 [5] => -1.1366771398795 [6] => -1.0222763947112 [7] => -1.1366771398795 [8] => -0.99139982823808 [9] => -1.1079053973095 [10] => -1.0362121726544 [11] => -0.95467702121334 [12] => -0.85078088734462 [13] => -0.94309514866353 [14] => -1 [15] => -0.89279003035213 [16] => -0.80687540164554 [17] => -0.83863199776503 [18] => -0.87614835903291 [19] => -0.82973828460504 [20] => -0.68402965454308 [21] => -0.74472749489669 [22] => -0.75448733218585 [23] => -0.70333480973847 [24] => -0.59859945921846 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.96712434562742 [SumXX] => 81.25 [SumXY] => 8.5823025827033 [SumYY] => 1.0104213612112 [Slope] => 0.10562833947942 [YInt] => -1.2840093640657 [PredictedY] => Array ( [0] => -1.2840093640657 [1] => -1.2576022791958 [2] => -1.231195194326 [3] => -1.2047881094561 [4] => -1.1783810245863 [5] => -1.1519739397164 [6] => -1.1255668548466 [7] => -1.0991597699767 [8] => -1.0727526851068 [9] => -1.046345600237 [10] => -1.0199385153671 [11] => -0.99353143049727 [12] => -0.96712434562742 [13] => -0.94071726075756 [14] => -0.9143101758877 [15] => -0.88790309101785 [16] => -0.86149600614799 [17] => -0.83508892127814 [18] => -0.80868183640828 [19] => -0.78227475153842 [20] => -0.75586766666857 [21] => -0.72946058179871 [22] => -0.70305349692885 [23] => -0.676646412059 [24] => -0.65023932718914 ) [Error] => Array ( [0] => 0.062160614449336 [1] => -0.061156483428577 [2] => -0.16674481434606 [3] => 0.010968083440011 [4] => 0.041703884706723 [5] => 0.015296799836867 [6] => 0.1032904601354 [7] => -0.037517369902845 [8] => 0.08135285686876 [9] => -0.061559797072533 [10] => -0.016273657287315 [11] => 0.038854409283931 [12] => 0.1163434582828 [13] => -0.0023778879059662 [14] => -0.085689824112295 [15] => -0.004886939334283 [16] => 0.054620604502454 [17] => -0.0035430764868889 [18] => -0.067466522624634 [19] => -0.047463533066619 [20] => 0.071838012125485 [21] => -0.015266913097983 [22] => -0.051433835256995 [23] => -0.02668839767947 [24] => 0.051639867970687 ) [SquaredError] => Array ( [0] => 0.003863941988719 [1] => 0.0037401154653498 [2] => 0.027803833111301 [3] => 0.00012029885434704 [4] => 0.0017392139996317 [5] => 0.00023399208524918 [6] => 0.010668919154983 [7] => 0.0014075530444269 [8] => 0.0066182873207089 [9] => 0.0037896086156115 [10] => 0.00026483192150497 [11] => 0.0015096651208032 [12] => 0.013535800285201 [13] => 5.6543508933401E-6 [14] => 0.007342745956396 [15] => 2.3882176056962E-5 [16] => 0.0029834104362135 [17] => 1.2553390991945E-5 [18] => 0.0045517316750603 [19] => 0.002252786971166 [20] => 0.0051606999861414 [21] => 0.00023307863554135 [22] => 0.0026454394092437 [23] => 0.00071227057069755 [24] => 0.0026666759640299 ) [TotalError] => 1.0104213612112 [SumError] => -8.1046280797636E-15 [SumSquaredError] => 0.10388699049027 [ErrorVariance] => 0.00451682567349 [StdErr] => 0.067207333479986 [SlopeStdErr] => 0.0074559842138245 [SlopeVal] => [YIntStdErr] => 0.026095944748386 [YIntTVal] => -49.203405986868 [R] => 0.94719823010165 [RSquared] => 0.8971844871077 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 14.166921019438 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.23957751657679 [1] => -0.29756946355447 [2] => -0.13018179202067 [3] => -0.10457745396059 [4] => -0.027797161620936 [5] => 0.01703333929878 [6] => -0.055024091587952 [7] => 0.042181594515766 [8] => -0.014573525916998 [9] => 0.023252459633711 [10] => 0.094121595840561 [11] => 0.15654915133178 [12] => 0.1430148002541 [13] => 0.051923916046107 [14] => 0.19340290306242 [15] => 0.22608411597582 [16] => 0.24772783290972 [17] => 0.1476763242411 [18] => 0.2397998184471 [19] => 0.34202768808747 [20] => 0.32428245529769 [21] => 0.2718416065365 [22] => 0.35487642251623 [23] => 0.40260524191991 [24] => 0.3982873053574 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.11229550264135 [SumXX] => 81.25 [SumXY] => 8.1835763956174 [SumYY] => 0.89361135602919 [Slope] => 0.10072094025375 [YInt] => -0.18986731811991 [PredictedY] => Array ( [0] => -0.18986731811991 [1] => -0.16468708305647 [2] => -0.13950684799303 [3] => -0.11432661292959 [4] => -0.089146377866154 [5] => -0.063966142802716 [6] => -0.038785907739278 [7] => -0.01360567267584 [8] => 0.011574562387598 [9] => 0.036754797451036 [10] => 0.061935032514474 [11] => 0.087115267577912 [12] => 0.11229550264135 [13] => 0.13747573770479 [14] => 0.16265597276823 [15] => 0.18783620783166 [16] => 0.2130164428951 [17] => 0.23819667795854 [18] => 0.26337691302198 [19] => 0.28855714808542 [20] => 0.31373738314886 [21] => 0.33891761821229 [22] => 0.36409785327573 [23] => 0.38927808833917 [24] => 0.41445832340261 ) [Error] => Array ( [0] => -0.049710198456881 [1] => -0.13288238049801 [2] => 0.0093250559723585 [3] => 0.0097491589690002 [4] => 0.061349216245219 [5] => 0.080999482101496 [6] => -0.016238183848674 [7] => 0.055787267191606 [8] => -0.026148088304597 [9] => -0.013502337817325 [10] => 0.032186563326087 [11] => 0.069433883753869 [12] => 0.030719297612744 [13] => -0.085551821658682 [14] => 0.030746930294191 [15] => 0.038247908144159 [16] => 0.03471139001462 [17] => -0.090520353717442 [18] => -0.02357709457488 [19] => 0.053470540002055 [20] => 0.010545072148837 [21] => -0.067076011675794 [22] => -0.0092214307594977 [23] => 0.013327153580745 [24] => -0.016171018045207 ) [SquaredError] => Array ( [0] => 0.0024711038306225 [1] => 0.017657727046817 [2] => 8.6956668887619E-5 [3] => 9.5046100602837E-5 [4] => 0.0037637263339026 [5] => 0.0065609161007106 [6] => 0.00026367861470334 [7] => 0.0031122191807077 [8] => 0.00068372252198498 [9] => 0.00018231312653316 [10] => 0.0010359748587442 [11] => 0.0048210642131458 [12] => 0.00094367524582037 [13] => 0.007319114189119 [14] => 0.00094537372251582 [15] => 0.001462902477404 [16] => 0.0012048805967471 [17] => 0.0081939344371309 [18] => 0.00055587938859286 [19] => 0.0028590986481113 [20] => 0.00011119854662419 [21] => 0.0044991913423313 [22] => 8.503478525221E-5 [23] => 0.00017761302256477 [24] => 0.0002615018246184 ) [TotalError] => 0.89361135602919 [SumError] => 7.2164496600635E-16 [SumSquaredError] => 0.069353846824194 [ErrorVariance] => 0.0030153846445302 [StdErr] => 0.054912518104073 [SlopeStdErr] => 0.0060919969135102 [SlopeVal] => [YIntStdErr] => 0.021321989197286 [YIntTVal] => -8.9047657028209 [R] => 0.96041098016014 [RSquared] => 0.92238925081215 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.533320959238 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1.3187587626244 [1] => -1.397940008672 [2] => -1.1938200260161 [3] => -1.1366771398795 [4] => -1.1366771398795 [5] => -1.0222763947112 [6] => -1.1366771398795 [7] => -0.99139982823808 [8] => -1.1079053973095 [9] => -1.0362121726544 [10] => -0.95467702121334 [11] => -0.85078088734462 [12] => 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[5] => 0.011532012067469 [6] => 0.0010899495757216 [7] => 0.0074411467568138 [8] => 0.0031634249645785 [9] => 0.00011134372354085 [10] => 0.002023412030687 [11] => 0.015098914618724 [12] => 2.0816717038207E-5 [13] => 0.0061376511482874 [14] => 8.2137349937528E-6 [15] => 0.0039412963428679 [16] => 2.5223528460431E-5 [17] => 0.0034216537504754 [18] => 0.0014505186146039 [19] => 0.0066621688301642 [20] => 2.5771622692019E-5 [21] => 0.0016676816928478 [22] => 0.00024603747174507 [23] => 0.0039751667425295 [24] => 0.0099071445261966 ) [TotalError] => 0.98986023469923 [SumError] => -3.9968028886506E-15 [SumSquaredError] => 0.11100308043476 [ErrorVariance] => 0.004826220888468 [StdErr] => 0.069471007538886 [SlopeStdErr] => 0.0077071163027569 [SlopeVal] => [YIntStdErr] => 0.026974907059649 [YIntTVal] => -46.697763425074 [R] => 0.94226315045735 [RSquared] => 0.8878598447098 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 13.494461192567 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.29756946355447 [1] => -0.13018179202067 [2] => -0.10457745396059 [3] => -0.027797161620936 [4] => 0.01703333929878 [5] => -0.055024091587952 [6] => 0.042181594515766 [7] => -0.014573525916998 [8] => 0.023252459633711 [9] => 0.094121595840561 [10] => 0.15654915133178 [11] => 0.1430148002541 [12] => 0.051923916046107 [13] => 0.19340290306242 [14] => 0.22608411597582 [15] => 0.24772783290972 [16] => 0.1476763242411 [17] => 0.2397998184471 [18] => 0.34202768808747 [19] => 0.32428245529769 [20] => 0.2718416065365 [21] => 0.35487642251623 [22] => 0.40260524191991 [23] => 0.3982873053574 [24] => 0.32056168019524 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.13470107051223 [SumXX] => 81.25 [SumXY] => 7.6647876158201 [SumYY] => 0.80062129829799 [Slope] => 0.094335847579324 [YInt] => -0.14830647222574 [PredictedY] => Array ( [0] => -0.14830647222574 [1] => -0.12472251033091 [2] => -0.10113854843608 [3] => -0.077554586541248 [4] => -0.053970624646417 [5] => -0.030386662751586 [6] => -0.0068027008567547 [7] => 0.016781261038076 [8] => 0.040365222932907 [9] => 0.063949184827738 [10] => 0.087533146722569 [11] => 0.1111171086174 [12] => 0.13470107051223 [13] => 0.15828503240706 [14] => 0.18186899430189 [15] => 0.20545295619672 [16] => 0.22903691809156 [17] => 0.25262087998639 [18] => 0.27620484188122 [19] => 0.29978880377605 [20] => 0.32337276567088 [21] => 0.34695672756571 [22] => 0.37054068946054 [23] => 0.39412465135537 [24] => 0.4177086132502 ) [Error] => Array ( [0] => -0.14926299132873 [1] => -0.005459281689762 [2] => -0.0034389055245133 [3] => 0.049757424920312 [4] => 0.071003963945197 [5] => -0.024637428836366 [6] => 0.048984295372521 [7] => -0.031354786955075 [8] => -0.017112763299196 [9] => 0.030172411012823 [10] => 0.069016004609212 [11] => 0.031897691636695 [12] => -0.082777154466125 [13] => 0.035117870655355 [14] => 0.04421512167393 [15] => 0.042274876712998 [16] => -0.081360593850457 [17] => -0.012821061539288 [18] => 0.065822846206254 [19] => 0.024493651521644 [20] => -0.051531159134381 [21] => 0.0079196949505229 [22] => 0.032064552459373 [23] => 0.0041626540020282 [24] => -0.097146933054967 ) [SquaredError] => Array ( [0] => 0.022279440580402 [1] => 2.9803756568171E-5 [2] => 1.1826071206528E-5 [3] => 0.0024758013347005 [4] => 0.0050415628959309 [5] => 0.00060700289966702 [6] => 0.0023994611931424 [7] => 0.00098312266499812 [8] => 0.00029284666773431 [9] => 0.00091037438632672 [10] => 0.0047632088922187 [11] => 0.0010174627317497 [12] => 0.0068520573015087 [13] => 0.0012332648393662 [14] => 0.0019549769846405 [15] => 0.0017871652010992 [16] => 0.006619546231699 [17] => 0.00016437961899421 [18] => 0.0043326470826922 [19] => 0.00059993896486373 [20] => 0.0026554603617329 [21] => 6.2721568109338E-5 [22] => 0.0010281355244199 [23] => 1.7327688340601E-5 [24] => 0.0094375266019863 ) [TotalError] => 0.80062129829799 [SumError] => 6.6613381477509E-16 [SumSquaredError] => 0.077557062044097 [ErrorVariance] => 0.0033720461758303 [StdErr] => 0.05806932215749 [SlopeStdErr] => 0.0064422128790851 [SlopeVal] => [YIntStdErr] => 0.022547745076798 [YIntTVal] => -6.5774414124609 [R] => 0.95033094485717 [RSquared] => 0.90312890475313 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 14.643391851516 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1.397940008672 [1] => -1.1938200260161 [2] => -1.1366771398795 [3] => -1.1366771398795 [4] => -1.0222763947112 [5] => -1.1366771398795 [6] => -0.99139982823808 [7] => -1.1079053973095 [8] => -1.0362121726544 [9] => -0.95467702121334 [10] => -0.85078088734462 [11] => -0.94309514866353 [12] => -1 [13] => -0.89279003035213 [14] => -0.80687540164554 [15] => -0.83863199776503 [16] => -0.87614835903291 [17] => -0.82973828460504 [18] => -0.68402965454308 [19] => -0.74472749489669 [20] => -0.75448733218585 [21] => -0.70333480973847 [22] => -0.59859945921846 [23] => -0.73518217699046 [24] => -0.60730304674033 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.91919945408702 [SumXX] => 81.25 [SumXY] => 8.2652601739146 [SumYY] => 0.94773873200269 [Slope] => 0.10172627906356 [YInt] => -1.2243782912777 [PredictedY] => Array ( [0] => -1.2243782912777 [1] => -1.1989467215118 [2] => -1.1735151517459 [3] => -1.14808358198 [4] => -1.1226520122141 [5] => -1.0972204424483 [6] => -1.0717888726824 [7] => -1.0463573029165 [8] => -1.0209257331506 [9] => -0.99549416338469 [10] => -0.9700625936188 [11] => -0.94463102385291 [12] => -0.91919945408702 [13] => -0.89376788432113 [14] => -0.86833631455524 [15] => -0.84290474478935 [16] => -0.81747317502345 [17] => -0.79204160525756 [18] => -0.76661003549167 [19] => -0.74117846572578 [20] => -0.71574689595989 [21] => -0.690315326194 [22] => -0.66488375642811 [23] => -0.63945218666222 [24] => -0.61402061689632 ) [Error] => Array ( [0] => -0.17356171739432 [1] => 0.0051266954957088 [2] => 0.036838011866386 [3] => 0.011406442100495 [4] => 0.100375617503 [5] => -0.039456697431287 [6] => 0.080389044444283 [7] => -0.061548094393045 [8] => -0.015286439503861 [9] => 0.04081714217135 [10] => 0.11928170627418 [11] => 0.0015358751893825 [12] => -0.080800545912981 [13] => 0.00097785396899586 [14] => 0.061460912909698 [15] => 0.00427274702432 [16] => -0.05867518400946 [17] => -0.03769667934748 [18] => 0.082580380948589 [19] => -0.0035490291709135 [20] => -0.038740436225961 [21] => -0.013019483544471 [22] => 0.066284297209651 [23] => -0.095729990328248 [24] => 0.0067175701559904 ) [SquaredError] => Array ( [0] => 0.030123669744868 [1] => 2.6283006705721E-5 [2] => 0.001357039118268 [3] => 0.00013010692139195 [4] => 0.010075264589108 [5] => 0.0015568309721841 [6] => 0.006462398466665 [7] => 0.0037881679234152 [8] => 0.00023367523270522 [9] => 0.0016660390950362 [10] => 0.01422812545168 [11] => 2.3589125973607E-6 [12] => 0.0065287282198358 [13] => 9.5619838468095E-7 [14] => 0.0037774438156935 [15] => 1.8256367133836E-5 [16] => 0.003442777218544 [17] => 0.0014210396338267 [18] => 0.0068195193176142 [19] => 1.2595608055995E-5 [20] => 0.0015008213989777 [21] => 0.00016950695176475 [22] => 0.0043936080565774 [23] => 0.0091642310482464 [24] => 4.5125748800653E-5 ) [TotalError] => 0.94773873200269 [SumError] => -5.3290705182008E-15 [SumSquaredError] => 0.10694456901808 [ErrorVariance] => 0.0046497638703513 [StdErr] => 0.068189177076361 [SlopeStdErr] => 0.0075649099809388 [SlopeVal] => [YIntStdErr] => 0.026477184933286 [YIntTVal] => -46.242766909048 [R] => 0.94189074423523 [RSquared] => 0.887158174076 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 13.447123537475 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.13018179202067 [1] => -0.10457745396059 [2] => -0.027797161620936 [3] => 0.01703333929878 [4] => -0.055024091587952 [5] => 0.042181594515766 [6] => -0.014573525916998 [7] => 0.023252459633711 [8] => 0.094121595840561 [9] => 0.15654915133178 [10] => 0.1430148002541 [11] => 0.051923916046107 [12] => 0.19340290306242 [13] => 0.22608411597582 [14] => 0.24772783290972 [15] => 0.1476763242411 [16] => 0.2397998184471 [17] => 0.34202768808747 [18] => 0.32428245529769 [19] => 0.2718416065365 [20] => 0.35487642251623 [21] => 0.40260524191991 [22] => 0.3982873053574 [23] => 0.32056168019524 [24] => 0.43711609304808 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.16408849277633 [SumXX] => 81.25 [SumXY] => 7.1671534477108 [SumYY] => 0.68362781484782 [Slope] => 0.088211119356441 [YInt] => -0.10054486529299 [PredictedY] => Array ( [0] => -0.10054486529299 [1] => -0.078492085453879 [2] => -0.056439305614769 [3] => -0.034386525775659 [4] => -0.012333745936548 [5] => 0.0097190339025619 [6] => 0.031771813741672 [7] => 0.053824593580782 [8] => 0.075877373419893 [9] => 0.097930153259003 [10] => 0.11998293309811 [11] => 0.14203571293722 [12] => 0.16408849277633 [13] => 0.18614127261544 [14] => 0.20819405245455 [15] => 0.23024683229366 [16] => 0.25229961213277 [17] => 0.27435239197188 [18] => 0.296405171811 [19] => 0.31845795165011 [20] => 0.34051073148922 [21] => 0.36256351132833 [22] => 0.38461629116744 [23] => 0.40666907100655 [24] => 0.42872185084566 ) [Error] => Array ( [0] => -0.029636926727682 [1] => -0.026085368506713 [2] => 0.028642143993833 [3] => 0.051419865074439 [4] => -0.042690345651404 [5] => 0.032462560613204 [6] => -0.04634533965867 [7] => -0.030572133947071 [8] => 0.018244222420669 [9] => 0.058618998072778 [10] => 0.023031867155982 [11] => -0.090111796891117 [12] => 0.029314410286084 [13] => 0.03994284336038 [14] => 0.039533780455169 [15] => -0.082570508052566 [16] => -0.012499793685676 [17] => 0.067675296115587 [18] => 0.027877283486697 [19] => -0.046616345113607 [20] => 0.014365691027018 [21] => 0.040041730591589 [22] => 0.013671014189965 [23] => -0.08610739081131 [24] => 0.0083942422024219 ) [SquaredError] => Array ( [0] => 0.00087834742586202 [1] => 0.00068044645013101 [2] => 0.00082037241256348 [3] => 0.0026440025242735 [4] => 0.0018224656118363 [5] => 0.001053817841566 [6] => 0.0021478905080775 [7] => 0.00093465537407765 [8] => 0.00033285165173483 [9] => 0.0034361869350564 [10] => 0.00053046690469079 [11] => 0.0081201359389459 [12] => 0.00085933465042085 [13] => 0.0015954307357118 [14] => 0.0015629197970775 [15] => 0.0068178888000588 [16] => 0.00015624484218447 [17] => 0.0045799457043324 [18] => 0.00077714293459769 [19] => 0.0021730836317509 [20] => 0.00020637307868374 [21] => 0.0016033401887694 [22] => 0.00018689662898222 [23] => 0.0074144827523317 [24] => 7.046330215292E-5 ) [TotalError] => 0.68362781484782 [SumError] => -3.6082248300318E-16 [SumSquaredError] => 0.05140518662587 [ErrorVariance] => 0.0022350081141682 [StdErr] => 0.047275872431593 [SlopeStdErr] => 0.0052447871429047 [SlopeVal] => [YIntStdErr] => 0.018356755000166 [YIntTVal] => -5.4772679208323 [R] => 0.96166797943315 [RSquared] => 0.92480530266705 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.818817800028 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1.1938200260161 [1] => -1.1366771398795 [2] => -1.1366771398795 [3] => -1.0222763947112 [4] => -1.1366771398795 [5] => -0.99139982823808 [6] => -1.1079053973095 [7] => -1.0362121726544 [8] => -0.95467702121334 [9] => -0.85078088734462 [10] => -0.94309514866353 [11] => -1 [12] => -0.89279003035213 [13] => -0.80687540164554 [14] => -0.83863199776503 [15] => -0.87614835903291 [16] => -0.82973828460504 [17] => -0.68402965454308 [18] => -0.74472749489669 [19] => -0.75448733218585 [20] => -0.70333480973847 [21] => -0.59859945921846 [22] => -0.73518217699046 [23] => -0.60730304674033 [24] => -0.60380065290426 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.88743387985631 [SumXX] => 81.25 [SumXY] => 7.6555497750616 [SumYY] => 0.79279632453066 [Slope] => 0.094222151077681 [YInt] => -1.1701003330894 [PredictedY] => Array ( [0] => -1.1701003330894 [1] => -1.1465447953199 [2] => -1.1229892575505 [3] => -1.0994337197811 [4] => -1.0758781820117 [5] => -1.0523226442422 [6] => -1.0287671064728 [7] => -1.0052115687034 [8] => -0.98165603093399 [9] => -0.95810049316457 [10] => -0.93454495539515 [11] => -0.91098941762573 [12] => -0.88743387985631 [13] => -0.86387834208689 [14] => -0.84032280431747 [15] => -0.81676726654805 [16] => -0.79321172877863 [17] => -0.76965619100921 [18] => -0.74610065323979 [19] => -0.72254511547037 [20] => -0.69898957770095 [21] => -0.67543403993153 [22] => -0.65187850216211 [23] => -0.62832296439268 [24] => -0.60476742662326 ) [Error] => Array ( [0] => -0.023719692926762 [1] => 0.0098676554403867 [2] => -0.013687882329033 [3] => 0.077157325069938 [4] => -0.060798957867874 [5] => 0.060922816004167 [6] => -0.07913829083669 [7] => -0.031000603951036 [8] => 0.026979009720646 [9] => 0.10731960581995 [10] => -0.008550193268379 [11] => -0.089010582374272 [12] => -0.0053561504958238 [13] => 0.057002940441349 [14] => 0.0016908065524422 [15] => -0.059381092484867 [16] => -0.036526555826416 [17] => 0.085626536466124 [18] => 0.0013731583430924 [19] => -0.031942216715484 [20] => -0.0043452320375232 [21] => 0.07683458071307 [22] => -0.083303674828358 [23] => 0.021019917652351 [24] => 0.00096677371900111 ) [SquaredError] => Array ( [0] => 0.00056262383253987 [1] => 9.7370623890193E-5 [2] => 0.00018735812265346 [3] => 0.0059532528119481 [4] => 0.0036965132778195 [5] => 0.0037115895098776 [6] => 0.0062628690765525 [7] => 0.00096103744532896 [8] => 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Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.10457745396059 [1] => -0.027797161620936 [2] => 0.01703333929878 [3] => -0.055024091587952 [4] => 0.042181594515766 [5] => -0.014573525916998 [6] => 0.023252459633711 [7] => 0.094121595840561 [8] => 0.15654915133178 [9] => 0.1430148002541 [10] => 0.051923916046107 [11] => 0.19340290306242 [12] => 0.22608411597582 [13] => 0.24772783290972 [14] => 0.1476763242411 [15] => 0.2397998184471 [16] => 0.34202768808747 [17] => 0.32428245529769 [18] => 0.2718416065365 [19] => 0.35487642251623 [20] => 0.40260524191991 [21] => 0.3982873053574 [22] => 0.32056168019524 [23] => 0.43711609304808 [24] => 0.49954962590515 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.18927774949337 [SumXX] => 81.25 [SumXY] => 7.217158421507 [SumYY] => 0.69370451982446 [Slope] => 0.088826565187779 [YInt] => -0.077201946069969 [PredictedY] => Array ( [0] => -0.077201946069969 [1] => -0.054995304773025 [2] => -0.03278866347608 [3] => -0.010582022179135 [4] => 0.011624619117809 [5] => 0.033831260414754 [6] => 0.056037901711699 [7] => 0.078244543008643 [8] => 0.10045118430559 [9] => 0.12265782560253 [10] => 0.14486446689948 [11] => 0.16707110819642 [12] => 0.18927774949337 [13] => 0.21148439079031 [14] => 0.23369103208726 [15] => 0.2558976733842 [16] => 0.27810431468115 [17] => 0.30031095597809 [18] => 0.32251759727503 [19] => 0.34472423857198 [20] => 0.36693087986892 [21] => 0.38913752116587 [22] => 0.41134416246281 [23] => 0.43355080375976 [24] => 0.4557574450567 ) [Error] => Array ( [0] => -0.027375507890623 [1] => 0.027198143152089 [2] => 0.04982200277486 [3] => -0.044442069408817 [4] => 0.030556975397957 [5] => -0.048404786331752 [6] => -0.032785442077987 [7] => 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[19] => 0.00010306683883798 [20] => 0.0012726601077452 [21] => 8.3718550751621E-5 [22] => 0.0082414590866628 [23] => 1.2711287709416E-5 [24] => 0.001917755103463 ) [TotalError] => 0.69370451982446 [SumError] => 1.3877787807814E-17 [SumSquaredError] => 0.052629126825943 [ErrorVariance] => 0.0022882229054758 [StdErr] => 0.047835372952197 [SlopeStdErr] => 0.0053068581526182 [SlopeVal] => [YIntStdErr] => 0.018574003534164 [YIntTVal] => -4.1564515656504 [R] => 0.96131848102858 [RSquared] => 0.9241332219671 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.738070367296 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1.1366771398795 [1] => -1.1366771398795 [2] => -1.0222763947112 [3] => -1.1366771398795 [4] => -0.99139982823808 [5] => -1.1079053973095 [6] => -1.0362121726544 [7] => -0.95467702121334 [8] => -0.85078088734462 [9] => -0.94309514866353 [10] => -1 [11] => -0.89279003035213 [12] => -0.80687540164554 [13] => -0.83863199776503 [14] => -0.87614835903291 [15] => -0.82973828460504 [16] => -0.68402965454308 [17] => -0.74472749489669 [18] => -0.75448733218585 [19] => -0.70333480973847 [20] => -0.59859945921846 [21] => -0.73518217699046 [22] => -0.60730304674033 [23] => -0.60380065290426 [24] => -0.47495519296315 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.85867928653419 [SumXX] => 81.25 [SumXY] => 7.8972308607217 [SumYY] => 0.8483918551851 [Slope] => 0.097196687516575 [YInt] => -1.1502693490839 [PredictedY] => Array ( [0] => -1.1502693490839 [1] => -1.1259701772048 [2] => -1.1016710053256 [3] => -1.0773718334465 [4] => -1.0530726615673 [5] => 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=> -0.041603076926523 [19] => -0.014749726358285 [20] => 0.065686452282584 [21] => -0.095195437368567 [22] => 0.0083845210024187 [23] => -0.012412257040654 [24] => 0.092134031021311 ) [SquaredError] => Array ( [0] => 0.00018474815105533 [1] => 0.00011463904971902 [2] => 0.0063035041946239 [3] => 0.0035171193711194 [4] => 0.0038035383708582 [5] => 0.0062618588037899 [6] => 0.0010072914301873 [7] => 0.0006501543640615 [8] => 0.011044977249772 [9] => 0.00013267230590763 [10] => 0.0085974378441786 [11] => 9.6266943910221E-5 [12] => 0.0026836424895566 [13] => 1.8078509980929E-5 [14] => 0.0043649034908773 [15] => 0.0019321750973866 [16] => 0.005998958607775 [17] => 5.6912958340657E-5 [18] => 0.0017308160097542 [19] => 0.00021755442764429 [20] => 0.0043147100134722 [21] => 0.0090621712957927 [22] => 7.030019244E-5 [23] => 0.00015406412484327 [24] => 0.0084886796722359 ) [TotalError] => 0.8483918551851 [SumError] => -6.6613381477509E-15 [SumSquaredError] => 0.080807174969282 [ErrorVariance] => 0.0035133554334471 [StdErr] => 0.059273564372721 [SlopeStdErr] => 0.0065758115577034 [SlopeVal] => [YIntStdErr] => 0.023015340451962 [YIntTVal] => -49.97837644352 [R] => 0.95118480502323 [RSquared] => 0.90475253330709 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 14.780941738318 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.027797161620936 [1] => 0.01703333929878 [2] => -0.055024091587952 [3] => 0.042181594515766 [4] => -0.014573525916998 [5] => 0.023252459633711 [6] => 0.094121595840561 [7] => 0.15654915133178 [8] => 0.1430148002541 [9] => 0.051923916046107 [10] => 0.19340290306242 [11] => 0.22608411597582 [12] => 0.24772783290972 [13] => 0.1476763242411 [14] => 0.2397998184471 [15] => 0.34202768808747 [16] => 0.32428245529769 [17] => 0.2718416065365 [18] => 0.35487642251623 [19] => 0.40260524191991 [20] => 0.3982873053574 [21] => 0.32056168019524 [22] => 0.43711609304808 [23] => 0.49954962590515 [24] => 0.45954325828041 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.21184257798301 [SumXX] => 81.25 [SumXY] => 7.0729255366428 [SumYY] => 0.66766779734824 [Slope] => 0.087051391220219 [YInt] => -0.04931159567765 [PredictedY] => Array ( [0] => -0.04931159567765 [1] => -0.027548747872595 [2] => -0.0057859000675405 [3] => 0.015976947737514 [4] => 0.037739795542569 [5] => 0.059502643347624 [6] => 0.081265491152678 [7] => 0.10302833895773 [8] => 0.12479118676279 [9] => 0.14655403456784 [10] => 0.1683168823729 [11] => 0.19007973017795 [12] => 0.21184257798301 [13] => 0.23360542578806 [14] => 0.25536827359312 [15] => 0.27713112139817 [16] => 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[ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.508880657913 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1.1366771398795 [1] => -1.0222763947112 [2] => -1.1366771398795 [3] => -0.99139982823808 [4] => -1.1079053973095 [5] => -1.0362121726544 [6] => -0.95467702121334 [7] => -0.85078088734462 [8] => -0.94309514866353 [9] => -1 [10] => -0.89279003035213 [11] => -0.80687540164554 [12] => -0.83863199776503 [13] => -0.87614835903291 [14] => -0.82973828460504 [15] => -0.68402965454308 [16] => -0.74472749489669 [17] => -0.75448733218585 [18] => -0.70333480973847 [19] => -0.59859945921846 [20] => -0.73518217699046 [21] => -0.60730304674033 [22] => -0.60380065290426 [23] => -0.47495519296315 [24] => -0.55595520408192 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.83545040910228 [SumXX] => 81.25 [SumXY] => 7.9019100847061 [SumYY] => 0.84926140014838 [Slope] => 0.097254277965613 [YInt] => -1.1272132429991 [PredictedY] => Array ( [0] => -1.1272132429991 [1] => -1.1028996735077 [2] => -1.0785861040163 [3] => -1.0542725345249 [4] => -1.0299589650335 [5] => -1.0056453955421 [6] => -0.9813318260507 [7] => -0.9570182565593 [8] => -0.9327046870679 [9] => -0.90839111757649 [10] => -0.88407754808509 [11] => -0.85976397859369 [12] => -0.83545040910228 [13] => -0.81113683961088 [14] => -0.78682327011948 [15] => -0.76250970062807 [16] => -0.73819613113667 [17] => -0.71388256164527 [18] => -0.68956899215386 [19] => -0.66525542266246 [20] => -0.64094185317106 [21] => -0.61662828367965 [22] => -0.59231471418825 [23] => -0.56800114469685 [24] => -0.54368757520544 ) [Error] => Array ( [0] => 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=> 1.0122506418879E-5 [13] => 0.0042264976575613 [14] => 0.0018416984682962 [15] => 0.0061591176335025 [16] => 4.2658712565735E-5 [17] => 0.0016487473906533 [18] => 0.0001894977337726 [19] => 0.0044430174626486 [20] => 0.0088812386335864 [21] => 8.696004397447E-5 [22] => 0.00013192678818798 [23] => 0.0086575491340288 [24] => 0.00015049471825102 ) [TotalError] => 0.84926140014838 [SumError] => -4.4408920985006E-15 [SumSquaredError] => 0.080766840311089 [ErrorVariance] => 0.003511601752656 [StdErr] => 0.05925876941564 [SlopeStdErr] => 0.0065741702045843 [SlopeVal] => [YIntStdErr] => 0.023009595716045 [YIntTVal] => -48.988833046428 [R] => 0.95126103118473 [RSquared] => 0.90489754945064 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 14.793392160397 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.01703333929878 [1] => -0.055024091587952 [2] => 0.042181594515766 [3] => -0.014573525916998 [4] => 0.023252459633711 [5] => 0.094121595840561 [6] => 0.15654915133178 [7] => 0.1430148002541 [8] => 0.051923916046107 [9] => 0.19340290306242 [10] => 0.22608411597582 [11] => 0.24772783290972 [12] => 0.1476763242411 [13] => 0.2397998184471 [14] => 0.34202768808747 [15] => 0.32428245529769 [16] => 0.2718416065365 [17] => 0.35487642251623 [18] => 0.40260524191991 [19] => 0.3982873053574 [20] => 0.32056168019524 [21] => 0.43711609304808 [22] => 0.49954962590515 [23] => 0.45954325828041 [24] => 0.43071988786328 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.23018325996238 [SumXX] => 81.25 [SumXY] => 6.9507283125708 [SumYY] => 0.64973835394452 [Slope] => 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0.038931429293719 [12] => -0.082506935721277 [13] => -0.011770297861649 [14] => 0.069070715432353 [15] => 0.029938626296202 [16] => -0.043889078811363 [17] => 0.017758880822 [18] => 0.044100843879309 [19] => 0.018396050970424 [20] => -0.080716430538112 [21] => 0.014451125968358 [22] => 0.055497802479057 [23] => -0.0058954214920511 [24] => -0.056105648255554 ) [SquaredError] => Array ( [0] => 0.0018915849863178 [1] => 0.0024951954845815 [2] => 0.00066909641302745 [3] => 0.0027326838595763 [4] => 0.0012842152807013 [5] => 0.00018622233073278 [6] => 0.0029906711898066 [7] => 0.00039068772026776 [8] => 0.0085954998376584 [9] => 0.00074967601678525 [10] => 0.0014957222646099 [11] => 0.0015156561868519 [12] => 0.0068073944421149 [13] => 0.00013853991175193 [14] => 0.0047707637303371 [15] => 0.00089632134450365 [16] => 0.0019262512389101 [17] => 0.00031537784804999 [18] => 0.0019448844308672 [19] => 0.00033841469130643 [20] => 0.0065151421588139 [21] => 0.00020883504175335 [22] => 0.0030800060800044 [23] => 3.4755994568938E-5 [24] => 0.0031478437661759 ) [TotalError] => 0.64973835394452 [SumError] => -5.4123372450476E-16 [SumSquaredError] => 0.055121442250075 [ErrorVariance] => 0.0023965844456554 [StdErr] => 0.048954922588596 [SlopeStdErr] => 0.005431061033217 [SlopeVal] => [YIntStdErr] => 0.01900871361626 [YIntTVal] => -1.3919414395013 [R] => 0.95664185135682 [RSquared] => 0.91516363176741 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 15.751512432335 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1.0222763947112 [1] => -1.1366771398795 [2] => -0.99139982823808 [3] => -1.1079053973095 [4] => -1.0362121726544 [5] => -0.95467702121334 [6] => -0.85078088734462 [7] => -0.94309514866353 [8] => -1 [9] => -0.89279003035213 [10] => -0.80687540164554 [11] => -0.83863199776503 [12] => -0.87614835903291 [13] => -0.82973828460504 [14] => -0.68402965454308 [15] => -0.74472749489669 [16] => -0.75448733218585 [17] => -0.70333480973847 [18] => -0.59859945921846 [19] => -0.73518217699046 [20] => -0.60730304674033 [21] => -0.60380065290426 [22] => -0.47495519296315 [23] => -0.55595520408192 [24] => -0.53760200210104 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.81148740359114 [SumXX] => 81.25 [SumXY] => 7.8164684306837 [SumYY] => 0.83288188953862 [Slope] => 0.096202688377646 [YInt] => -1.1000954687241 [PredictedY] => Array ( [0] => -1.1000954687241 [1] => -1.0760447966297 [2] => -1.0519941245353 [3] => -1.0279434524408 [4] => -1.0038927803464 [5] => -0.97984210825202 [6] => -0.95579143615761 [7] => -0.9317407640632 [8] => 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[21] => -0.0087692981628217 [22] => 0.096025489683876 [23] => -0.0090251935293046 [24] => -0.014722663642836 ) [SquaredError] => Array ( [0] => 0.0060558082802298 [1] => 0.0036762810479705 [2] => 0.00367166874375 [3] => 0.0063939126271806 [4] => 0.001044543119159 [5] => 0.00063328160566443 [6] => 0.011027215362006 [7] => 0.00012892204965211 [8] => 0.0085211191207304 [9] => 8.3733672115561E-5 [10] => 0.0027786968606881 [11] => 9.5723538338266E-6 [12] => 0.0041810391586425 [13] => 0.0017894213953751 [14] => 0.0062974389921835 [15] => 2.9074824249018E-5 [16] => 0.0015368451774809 [17] => 0.00014642855277673 [18] => 0.0047037529586434 [19] => 0.008473106411155 [20] => 0.00013874437209063 [21] => 7.6900590268468E-5 [22] => 0.0092208946690281 [23] => 8.1454118241402E-5 [24] => 0.00021675682474009 ) [TotalError] => 0.83288188953862 [SumError] => -4.8849813083507E-15 [SumSquaredError] => 0.080916612887855 [ErrorVariance] => 0.0035181136038198 [StdErr] => 0.059313688165716 [SlopeStdErr] => 0.0065802628928729 [SlopeVal] => [YIntStdErr] => 0.023030920125055 [YIntTVal] => -47.766023361233 [R] => 0.95018284231342 [RSquared] => 0.90284743382681 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 14.61988524529 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.055024091587952 [1] => 0.042181594515766 [2] => -0.014573525916998 [3] => 0.023252459633711 [4] => 0.094121595840561 [5] => 0.15654915133178 [6] => 0.1430148002541 [7] => 0.051923916046107 [8] => 0.19340290306242 [9] => 0.22608411597582 [10] => 0.24772783290972 [11] => 0.1476763242411 [12] => 0.2397998184471 [13] => 0.34202768808747 [14] => 0.32428245529769 [15] => 0.2718416065365 [16] => 0.35487642251623 [17] => 0.40260524191991 [18] => 0.3982873053574 [19] => 0.32056168019524 [20] => 0.43711609304808 [21] => 0.49954962590515 [22] => 0.45954325828041 [23] => 0.43071988786328 [24] => 0.55376169839 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.25165239432602 [SumXX] => 81.25 [SumXY] => 7.228726385697 [SumYY] => 0.69748537782277 [Slope] => 0.088968940131655 [YInt] => -0.015254426068942 [PredictedY] => Array ( [0] => -0.015254426068942 [1] => 0.0069878089639721 [2] => 0.029230043996886 [3] => 0.0514722790298 [4] => 0.073714514062714 [5] => 0.095956749095627 [6] => 0.11819898412854 [7] => 0.14044121916146 [8] => 0.16268345419437 [9] => 0.18492568922728 [10] => 0.2071679242602 [11] => 0.22941015929311 [12] => 0.25165239432602 [13] => 0.27389462935894 [14] => 0.29613686439185 [15] => 0.31837909942477 [16] => 0.34062133445768 [17] => 0.36286356949059 [18] => 0.38510580452351 [19] => 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0.00061582472997729 [7] => 0.0078353129508145 [8] => 0.00094368453875664 [9] => 0.001694016092415 [10] => 0.0016451061896579 [11] => 0.0066804197923095 [12] => 0.00014048355496569 [13] => 0.0046421136917058 [14] => 0.00079217428743893 [15] => 0.0021657382443255 [16] => 0.00020320753555713 [17] => 0.0015794005274795 [18] => 0.00017375196423394 [19] => 0.0075318721711687 [20] => 5.6637943473963E-5 [21] => 0.0022769231863558 [22] => 0.00021116409625955 [23] => 0.0043029784558705 [24] => 0.0012392148564672 ) [TotalError] => 0.69748537782277 [SumError] => -1.0685896612017E-15 [SumSquaredError] => 0.054353252785577 [ErrorVariance] => 0.0023631849037207 [StdErr] => 0.048612600256731 [SlopeStdErr] => 0.0053930837802855 [SlopeVal] => [YIntStdErr] => 0.018875793230999 [YIntTVal] => -0.80814755079484 [R] => 0.96024609132637 [RSquared] => 0.92207255590756 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.496858524038 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1.1366771398795 [1] => -0.99139982823808 [2] => -1.1079053973095 [3] => -1.0362121726544 [4] => -0.95467702121334 [5] => -0.85078088734462 [6] => -0.94309514866353 [7] => -1 [8] => -0.89279003035213 [9] => -0.80687540164554 [10] => -0.83863199776503 [11] => -0.87614835903291 [12] => -0.82973828460504 [13] => -0.68402965454308 [14] => -0.74472749489669 [15] => -0.75448733218585 [16] => -0.70333480973847 [17] => -0.59859945921846 [18] => -0.73518217699046 [19] => -0.60730304674033 [20] => -0.60380065290426 [21] => -0.47495519296315 [22] => -0.55595520408192 [23] => -0.53760200210104 [24] => -0.43533393574791 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.78800970523261 [SumXX] => 81.25 [SumXY] => 8.2598646130734 [SumYY] => 0.91616126412637 [Slope] => 0.1016598721609 [YInt] => -1.0929893217153 [PredictedY] => Array ( [0] => -1.0929893217153 [1] => -1.0675743536751 [2] => -1.0421593856349 [3] => -1.0167444175946 [4] => -0.99132944955442 [5] => -0.9659144815142 [6] => -0.94049951347397 [7] => -0.91508454543374 [8] => -0.88966957739352 [9] => -0.86425460935329 [10] => -0.83883964131307 [11] => -0.81342467327284 [12] => -0.78800970523261 [13] => -0.76259473719239 [14] => -0.73717976915216 [15] => -0.71176480111194 [16] => -0.68634983307171 [17] => -0.66093486503149 [18] => -0.63551989699126 [19] => -0.61010492895103 [20] => -0.58468996091081 [21] => -0.55927499287058 [22] => -0.53386002483036 [23] => -0.50844505679013 [24] => -0.48303008874991 ) [Error] => Array ( [0] => -0.04368781816422 [1] => 0.076174525437016 [2] => -0.065746011674647 [3] => 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=> 0.0018252146613614 [16] => 0.00028848943237029 [17] => 0.0038857028178751 [18] => 0.0099325700546396 [19] => 7.8505439226364E-6 [20] => 0.00036521854846872 [21] => 0.0071098286564287 [22] => 0.00048819694615887 [23] => 0.00085012745986357 [24] => 0.0022749230111897 ) [TotalError] => 0.91616126412637 [SumError] => -9.9364960703952E-15 [SumSquaredError] => 0.076464483494964 [ErrorVariance] => 0.0033245427606506 [StdErr] => 0.057658848069057 [SlopeStdErr] => 0.0063966748676053 [SlopeVal] => [YIntStdErr] => 0.022388362036619 [YIntTVal] => -48.819530429588 [R] => 0.95736000715463 [RSquared] => 0.91653818329912 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 15.892612062517 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.042181594515766 [1] => -0.014573525916998 [2] => 0.023252459633711 [3] => 0.094121595840561 [4] => 0.15654915133178 [5] => 0.1430148002541 [6] => 0.051923916046107 [7] => 0.19340290306242 [8] => 0.22608411597582 [9] => 0.24772783290972 [10] => 0.1476763242411 [11] => 0.2397998184471 [12] => 0.34202768808747 [13] => 0.32428245529769 [14] => 0.2718416065365 [15] => 0.35487642251623 [16] => 0.40260524191991 [17] => 0.3982873053574 [18] => 0.32056168019524 [19] => 0.43711609304808 [20] => 0.49954962590515 [21] => 0.45954325828041 [22] => 0.43071988786328 [23] => 0.55376169839 [24] => 0.63377134608256 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.27920421183284 [SumXX] => 81.25 [SumXY] => 7.3783846617462 [SumYY] => 0.73047223790351 [Slope] => 0.090810888144568 [YInt] => 0.0067715473991399 [PredictedY] => Array ( [0] => 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-0.05276804936863 [15] => 0.0075640445749628 [16] => 0.032590141942502 [17] => 0.005569483343846 [18] => -0.094858863854461 [19] => -0.0010071730377605 [20] => 0.038723637783168 [21] => -0.02398545187771 [22] => -0.075511544330983 [23] => 0.024827544159597 [24] => 0.082134469816006 ) [SquaredError] => Array ( [0] => 0.0012538714368017 [1] => 0.0019402082753964 [2] => 0.00083662854203085 [3] => 0.00037025003571683 [4] => 0.0034770735708314 [5] => 0.00051663665609885 [6] => 0.0082926454610575 [7] => 0.00076797164945438 [8] => 0.001420595823263 [9] => 0.0013418878323894 [10] => 0.0074170752777629 [11] => 0.00027894582587018 [12] => 0.0039467891687157 [13] => 0.00050066395920647 [14] => 0.0027844670341702 [15] => 5.7214770332024E-5 [16] => 0.0010621173518324 [17] => 3.1019144717379E-5 [18] => 0.0089982040517591 [19] => 1.0143975279918E-6 [20] => 0.001499520123162 [21] => 0.00057530190177796 [22] => 0.00570199332725 [23] => 0.00061640694899673 [24] => 0.0067460711319564 ) [TotalError] => 0.73047223790351 [SumError] => -1.1379786002408E-15 [SumSquaredError] => 0.060434573698078 [ErrorVariance] => 0.002627590160786 [StdErr] => 0.051260024978398 [SlopeStdErr] => 0.0056867891828055 [SlopeVal] => [YIntStdErr] => 0.019903762139819 [YIntTVal] => 0.34021444546872 [R] => 0.95774027439026 [RSquared] => 0.91726643318913 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 15.968745319264 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.99139982823808 [1] => -1.1079053973095 [2] => -1.0362121726544 [3] => -0.95467702121334 [4] => -0.85078088734462 [5] => -0.94309514866353 [6] => -1 [7] => -0.89279003035213 [8] => -0.80687540164554 [9] => -0.83863199776503 [10] => -0.87614835903291 [11] => -0.82973828460504 [12] => -0.68402965454308 [13] => -0.74472749489669 [14] => -0.75448733218585 [15] => -0.70333480973847 [16] => -0.59859945921846 [17] => -0.73518217699046 [18] => -0.60730304674033 [19] => -0.60380065290426 [20] => -0.47495519296315 [21] => -0.55595520408192 [22] => -0.53760200210104 [23] => -0.43533393574791 [24] => -0.29499204066666 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.7543423012641 [SumXX] => 81.25 [SumXY] => 8.6057484441687 [SumYY] => 1.0093213494677 [Slope] => 0.10591690392823 [YInt] => -1.0720930130488 [PredictedY] => Array ( [0] => -1.0720930130488 [1] => -1.0456137870667 [2] => -1.0191345610847 [3] => -0.99265533510262 [4] => -0.96617610912056 [5] => -0.9396968831385 [6] => -0.91321765715645 [7] => -0.88673843117439 [8] => -0.86025920519233 [9] => -0.83377997921027 [10] => -0.80730075322821 [11] => -0.78082152724616 [12] => -0.7543423012641 [13] => -0.72786307528204 [14] => -0.70138384929998 [15] => -0.67490462331793 [16] => -0.64842539733587 [17] => -0.62194617135381 [18] => -0.59546694537175 [19] => -0.5689877193897 [20] => -0.54250849340764 [21] => -0.51602926742558 [22] => -0.48955004144352 [23] => -0.46307081546147 [24] => -0.43659158947941 ) [Error] => Array ( [0] => 0.080693184810708 [1] => -0.062291610242786 [2] => -0.017077611569769 [3] => 0.037978313889275 [4] => 0.11539522177594 [5] => -0.0033982655250245 [6] => -0.086782342843555 [7] => -0.006051599177744 [8] => 0.053383803546792 [9] => -0.0048520185547527 [10] => -0.068847605804699 [11] => -0.048916757358885 [12] => 0.070312646721017 [13] => -0.016864419614652 [14] => -0.053103482885866 [15] => -0.028430186420542 [16] => 0.049825938117413 [17] => -0.11323600563665 [18] => -0.01183610136858 [19] => -0.034812933514567 [20] => 0.067553300444484 [21] => -0.039925936656342 [22] => -0.04805196065752 [23] => 0.027736879713555 [24] => 0.14159954881274 ) [SquaredError] => Array ( [0] => 0.0065113900748951 [1] => 0.0038802447066392 [2] => 0.00029164481692791 [3] => 0.0014423523258723 [4] => 0.013316057208718 [5] => 1.154820857857E-5 [6] => 0.0075311750294163 [7] => 3.6621852608072E-5 [8] => 0.0028498304811224 [9] => 2.3542084055664E-5 [10] => 0.0047399928250392 [11] => 0.0023928491505081 [12] => 0.0049438682889146 [13] => 0.00028440864893906 [14] => 0.0028199798946094 [15] => 0.00080827549990677 [16] => 0.0024826241092803 [17] => 0.012822392972544 [18] => 0.00014009329560731 [19] => 0.0012119403398897 [20] => 0.0045634484009427 [21] => 0.0015940804178863 [22] => 0.0023089909230319 [23] => 0.00076933449624424 [24] => 0.020050432223973 ) [TotalError] => 1.0093213494677 [SumError] => -7.2164496600635E-15 [SumSquaredError] => 0.09782711827615 [ErrorVariance] => 0.0042533529685283 [StdErr] => 0.065217735076651 [SlopeStdErr] => 0.0072352580888767 [SlopeVal] => [YIntStdErr] => 0.025323403311068 [YIntTVal] => -42.336055698335 [R] => 0.95030328896668 [RSquared] => 0.90307634102088 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 14.638994577272 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.014573525916998 [1] => 0.023252459633711 [2] => 0.094121595840561 [3] => 0.15654915133178 [4] => 0.1430148002541 [5] => 0.051923916046107 [6] => 0.19340290306242 [7] => 0.22608411597582 [8] => 0.24772783290972 [9] => 0.1476763242411 [10] => 0.2397998184471 [11] => 0.34202768808747 [12] => 0.32428245529769 [13] => 0.2718416065365 [14] => 0.35487642251623 [15] => 0.40260524191991 [16] => 0.3982873053574 [17] => 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0.55714125032002 [24] => 0.58039539918093 ) [Error] => Array ( [0] => -0.036869352435968 [1] => -0.022297515746173 [2] => 0.025317471599761 [3] => 0.064490878230066 [4] => 0.027702378291465 [5] => -0.086642654777439 [6] => 0.031582183377957 [7] => 0.041009247430448 [8] => 0.039398815503432 [9] => -0.083906842026107 [10] => -0.015037496681022 [11] => 0.063936224098436 [12] => 0.022936842447742 [13] => -0.052758155174367 [14] => 0.0070225119444525 [15] => 0.031497182487218 [16] => 0.0039250970637897 [17] => -0.09705467695929 [18] => -0.003754412967363 [19] => 0.035424971028792 [20] => -0.027835545456859 [21] => -0.079913064734905 [22] => 0.019874596930902 [23] => 0.076630095762538 [24] => 0.015321220762492 ) [SquaredError] => Array ( [0] => 0.0013593491490476 [1] => 0.00049717920845085 [2] => 0.00064097436820472 [3] => 0.0041590733748852 [4] => 0.00076742176300342 [5] => 0.0075069496268824 [6] => 0.00099743430691891 [7] => 0.0016817583748117 [8] => 0.0015522666630735 [9] => 0.0070403581387941 [10] => 0.00022612630643175 [11] => 0.0040878407519654 [12] => 0.00052609874147252 [13] => 0.0027834229374026 [14] => 4.9315674009978E-5 [15] => 0.00099207250463314 [16] => 1.540638696017E-5 [17] => 0.0094196103196721 [18] => 1.4095616729503E-5 [19] => 0.0012549285723908 [20] => 0.00077481759088086 [21] => 0.0063860979153251 [22] => 0.00039499960316583 [23] => 0.0058721715765758 [24] => 0.00023473980565302 ) [TotalError] => 0.76221658029662 [SumError] => -1.3877787807814E-16 [SumSquaredError] => 0.059234509277341 [ErrorVariance] => 0.0025754134468409 [StdErr] => 0.050748531474723 [SlopeStdErr] => 0.0056300440734342 [SlopeVal] => [YIntStdErr] => 0.01970515425702 [YIntTVal] => 1.1314718082467 [R] => 0.96035749162648 [RSquared] => 0.9222865117231 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.521468434424 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1.1079053973095 [1] => -1.0362121726544 [2] => -0.95467702121334 [3] => -0.85078088734462 [4] => -0.94309514866353 [5] => -1 [6] => -0.89279003035213 [7] => -0.80687540164554 [8] => -0.83863199776503 [9] => -0.87614835903291 [10] => -0.82973828460504 [11] => -0.68402965454308 [12] => -0.74472749489669 [13] => -0.75448733218585 [14] => -0.70333480973847 [15] => -0.59859945921846 [16] => -0.73518217699046 [17] => -0.60730304674033 [18] => -0.60380065290426 [19] => -0.47495519296315 [20] => -0.55595520408192 [21] => -0.53760200210104 [22] => -0.43533393574791 [23] => -0.29499204066666 [24] => -0.37571790416433 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.72971502430115 [SumXX] => 81.25 [SumXY] => 8.9711846728026 [SumYY] => 1.0813189431866 [Slope] => 0.11041458058834 [YInt] => -1.0609587660662 [PredictedY] => Array ( [0] => -1.0609587660662 [1] => -1.0333551209191 [2] => -1.005751475772 [3] => -0.97814783062491 [4] => -0.95054418547783 [5] => -0.92294054033074 [6] => -0.89533689518366 [7] => -0.86773325003657 [8] => -0.84012960488949 [9] => -0.8125259597424 [10] => -0.78492231459532 [11] => -0.75731866944823 [12] => -0.72971502430115 [13] => -0.70211137915406 [14] => -0.67450773400698 [15] => -0.64690408885989 [16] => -0.61930044371281 [17] => -0.59169679856573 [18] => -0.56409315341864 [19] => -0.53648950827156 [20] => -0.50888586312447 [21] => -0.48128221797739 [22] => -0.4536785728303 [23] => -0.42607492768322 [24] => -0.39847128253613 ) [Error] => Array ( [0] => -0.046946631243352 [1] => -0.0028570517353619 [2] => 0.051074454558655 [3] => 0.12736694328029 [4] => 0.007449036814301 [5] => -0.077059459669256 [6] => 0.002546864831527 [7] => 0.060857848391035 [8] => 0.0014976071244638 [9] => -0.06362239929051 [10] => -0.044815970009723 [11] => 0.073289014905152 [12] => -0.015012470595544 [13] => -0.052375953031786 [14] => -0.028827075731489 [15] => 0.048304629641439 [16] => -0.11588173327765 [17] => -0.015606248174609 [18] => -0.039707499485623 [19] => 0.061534315308401 [20] => -0.047069340957453 [21] => -0.056319784123658 [22] => 0.01834463708239 [23] => 0.13108288701655 [24] => 0.0227533783718 ) [SquaredError] => Array ( [0] => 0.0022039861850992 [1] => 8.1627446185343E-6 [2] => 0.0026085999084641 [3] => 0.016222338240565 [4] => 5.5488149460811E-5 [5] => 0.0059381603245178 [6] => 6.486520470069E-6 [7] => 0.0037036777107863 [8] => 2.2428270992447E-6 [9] => 0.0040478096914811 [10] => 0.0020084711679124 [11] => 0.0053712797057676 [12] => 0.00022537427338209 [13] => 0.0027432404559878 [14] => 0.00083100029522901 [15] => 0.0023333372447966 [16] => 0.013428576107433 [17] => 0.00024355498208749 [18] => 0.0015766855154008 [19] => 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) [Y] => Array ( [0] => 0.023252459633711 [1] => 0.094121595840561 [2] => 0.15654915133178 [3] => 0.1430148002541 [4] => 0.051923916046107 [5] => 0.19340290306242 [6] => 0.22608411597582 [7] => 0.24772783290972 [8] => 0.1476763242411 [9] => 0.2397998184471 [10] => 0.34202768808747 [11] => 0.32428245529769 [12] => 0.2718416065365 [13] => 0.35487642251623 [14] => 0.40260524191991 [15] => 0.3982873053574 [16] => 0.32056168019524 [17] => 0.43711609304808 [18] => 0.49954962590515 [19] => 0.45954325828041 [20] => 0.43071988786328 [21] => 0.55376169839 [22] => 0.63377134608256 [23] => 0.59571661994342 [24] => 0.58455736052567 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.32531084830766 [SumXX] => 81.25 [SumXY] => 7.380496421832 [SumYY] => 0.72826225931532 [Slope] => 0.090836879037932 [YInt] => 0.052800211193861 [PredictedY] => Array ( [0] => 0.052800211193861 [1] => 0.075509430953344 [2] => 0.098218650712827 [3] => 0.12092787047231 [4] => 0.14363709023179 [5] => 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[19] => -0.024732128343626 [20] => -0.07626471852024 [21] => 0.024067872246999 [22] => 0.081368300180067 [23] => 0.020604354281453 [24] => -0.01326412489578 ) [SquaredError] => Array ( [0] => 0.00087306962226034 [1] => 0.00034641268178895 [2] => 0.0034024473024578 [3] => 0.00048783246718548 [4] => 0.0084113063192142 [5] => 0.00073205922861731 [6] => 0.001371116197827 [7] => 0.001293343367598 [8] => 0.0075338311825156 [9] => 0.00030218157279497 [10] => 0.0038607929335374 [11] => 0.0004700582485426 [12] => 0.0028589598155827 [13] => 4.7009596331593E-5 [14] => 0.0010160764493576 [15] => 2.3510839826905E-5 [16] => 0.0091366924098296 [17] => 3.0305728477545E-6 [18] => 0.0014427431606884 [19] => 0.00061167817240561 [20] => 0.0058163072909715 [21] => 0.00057926247449786 [22] => 0.0066208002741935 [23] => 0.00042453941535562 [24] => 0.00017593700925085 ) [TotalError] => 0.72826225931532 [SumError] => -1.3045120539346E-15 [SumSquaredError] => 0.057840998605479 [ErrorVariance] => 0.0025148260263252 [StdErr] => 0.050148041101574 [SlopeStdErr] => 0.0055634256478708 [SlopeVal] => [YIntStdErr] => 0.019471989767548 [YIntTVal] => 2.7115981378471 [R] => 0.9594668784241 [RSquared] => 0.92057669079288 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.327508407108 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1.0362121726544 [1] => -0.95467702121334 [2] => -0.85078088734462 [3] => -0.94309514866353 [4] => -1 [5] => -0.89279003035213 [6] => -0.80687540164554 [7] => -0.83863199776503 [8] => -0.87614835903291 [9] => -0.82973828460504 [10] => -0.68402965454308 [11] => -0.74472749489669 [12] => -0.75448733218585 [13] => -0.70333480973847 [14] => -0.59859945921846 [15] => -0.73518217699046 [16] => -0.60730304674033 [17] => -0.60380065290426 [18] => -0.47495519296315 [19] => -0.55595520408192 [20] => -0.53760200210104 [21] => -0.43533393574791 [22] => -0.29499204066666 [23] => -0.37571790416433 [24] => -0.35556141053216 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.69962126483006 [SumXX] => 81.25 [SumXY] => 8.8645268018323 [SumYY] => 1.0556410526692 [Slope] => 0.10910186833024 [YInt] => -1.0269268698208 [PredictedY] => Array ( [0] => -1.0269268698208 [1] => -0.99965140273823 [2] => -0.97237593565567 [3] => -0.9451004685731 [4] => -0.91782500149054 [5] => -0.89054953440798 [6] => -0.86327406732542 [7] => -0.83599860024286 [8] => -0.8087231331603 [9] => -0.78144766607774 [10] => -0.75417219899518 [11] => -0.72689673191262 [12] => -0.69962126483006 [13] => -0.67234579774749 [14] => -0.64507033066493 [15] => -0.61779486358237 [16] => -0.59051939649981 [17] => -0.56324392941725 [18] => -0.53596846233469 [19] => -0.50869299525213 [20] => -0.48141752816957 [21] => -0.45414206108701 [22] => -0.42686659400444 [23] => -0.39959112692188 [24] => -0.37231565983932 ) [Error] => Array ( [0] => -0.0092853028336566 [1] => 0.044974381524885 [2] => 0.12159504831105 [3] => 0.0020053199095776 [4] => -0.082174998509456 [5] => -0.0022404959441488 [6] => 0.056398665679883 [7] => -0.0026333975221644 [8] => -0.067425225872614 [9] => -0.048290618527304 [10] => 0.070142544452095 [11] => -0.017830762984077 [12] => -0.054866067355795 [13] => -0.030989011990975 [14] => 0.046470871446477 [15] => -0.11738731340809 [16] => -0.016783650240523 [17] => -0.040556723487014 [18] => 0.061013269371534 [19] => -0.047262208829796 [20] => -0.056184473931477 [21] => 0.018808125339095 [22] => 0.13187455333778 [23] => 0.023873222757552 [24] => 0.016754249307161 ) [SquaredError] => Array ( [0] => 8.6216848712711E-5 [1] => 0.0020226949935459 [2] => 0.014785355773766 [3] => 4.0213079397485E-6 [4] => 0.0067527303800291 [5] => 5.0198220757471E-6 [6] => 0.0031808094904713 [7] => 6.9347825097416E-6 [8] => 0.0045461610839731 [9] => 0.0023319838377496 [10] => 0.0049199765422142 [11] => 0.00031793610859435 [12] => 0.0030102853470906 [13] => 0.00096031886417677 [14] => 0.002159541892995 [15] => 0.013779781349169 [16] => 0.00028169091539621 [17] => 0.0016448478200021 [18] => 0.0037226190394034 [19] => 0.0022337163834712 [20] => 0.0031566951109568 [21] => 0.00035374557877112 [22] => 0.017390897818039 [23] => 0.0005699307648317 [24] => 0.00028070486984651 ) [TotalError] => 1.0556410526692 [SumError] => -3.7192471324943E-15 [SumSquaredError] => 0.088504616725731 [ErrorVariance] => 0.0038480268141622 [StdErr] => 0.062032465807529 [SlopeStdErr] => 0.0068818841911542 [SlopeVal] => [YIntStdErr] => 0.02408659466904 [YIntTVal] => -42.634788517481 [R] => 0.95716263601447 [RSquared] => 0.91616031178216 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 15.853487983782 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.094121595840561 [1] => 0.15654915133178 [2] => 0.1430148002541 [3] => 0.051923916046107 [4] => 0.19340290306242 [5] => 0.22608411597582 [6] => 0.24772783290972 [7] => 0.1476763242411 [8] => 0.2397998184471 [9] => 0.34202768808747 [10] => 0.32428245529769 [11] => 0.2718416065365 [12] => 0.35487642251623 [13] => 0.40260524191991 [14] => 0.3982873053574 [15] => 0.32056168019524 [16] => 0.43711609304808 [17] => 0.49954962590515 [18] => 0.45954325828041 [19] => 0.43071988786328 [20] => 0.55376169839 [21] => 0.63377134608256 [22] => 0.59571661994342 [23] => 0.58455736052567 [24] => 0.69844853801533 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.35231869144292 [SumXX] => 81.25 [SumXY] => 7.5182197277647 [SumYY] => 0.75801913485692 [Slope] => 0.09253193511095 [YInt] => 0.074722886110073 [PredictedY] => Array ( [0] => 0.074722886110073 [1] => 0.09785586988781 [2] => 0.12098885366555 [3] => 0.14412183744329 [4] => 0.16725482122102 [5] => 0.19038780499876 [6] => 0.2135207887765 [7] => 0.23665377255424 [8] => 0.25978675633197 [9] => 0.28291974010971 [10] => 0.30605272388745 [11] => 0.32918570766519 [12] => 0.35231869144292 [13] => 0.37545167522066 [14] => 0.3985846589984 [15] => 0.42171764277614 [16] => 0.44485062655387 [17] => 0.46798361033161 [18] => 0.49111659410935 [19] => 0.51424957788708 [20] => 0.53738256166482 [21] => 0.56051554544256 [22] => 0.5836485292203 [23] => 0.60678151299803 [24] => 0.62991449677577 ) [Error] => Array ( [0] => 0.019398709730488 [1] => 0.058693281443971 [2] => 0.022025946588547 [3] => -0.092197921397179 [4] => 0.026148081841395 [5] => 0.035696310977064 [6] => 0.034207044133225 [7] => -0.088977448313137 [8] => -0.019986937884874 [9] => 0.059107947977762 [10] => 0.018229731410245 [11] => -0.057344101128686 [12] => 0.0025577310733111 [13] => 0.027153566699255 [14] => -0.00029735364099648 [15] => -0.1011559625809 [16] => -0.0077345335057939 [17] => 0.031566015573539 [18] => -0.031573335828935 [19] => -0.083529690023803 [20] => 0.016379136725182 [21] => 0.073255800639996 [22] => 0.012068090723127 [23] => -0.02222415247236 [24] => 0.068534041239557 ) [SquaredError] => Array ( [0] => 0.00037630993920774 [1] => 0.0034449012866612 [2] => 0.00048514232312153 [3] => 0.0085004567099604 [4] => 0.00068372218398427 [5] => 0.0012742266173712 [6] => 0.0011701218683324 [7] => 0.0079169863083169 [8] => 0.00039947768601382 [9] => 0.0034937495141418 [10] => 0.00033232310728967 [11] => 0.003288345934257 [12] => 6.5419882433811E-6 [13] => 0.00073731618449087 [14] => 8.8419187813863E-8 [15] => 0.010232528765668 [16] => 5.9823008552248E-5 [17] => 0.0009964133391889 [18] => 0.00099687553536669 [19] => 0.0069772091154726 [20] => 0.0002682761198622 [21] => 0.0053664123274068 [22] => 0.00014563881370162 [23] => 0.0004939129531147 [24] => 0.0046969148086252 ) [TotalError] => 0.75801913485692 [SumError] => -3.0531133177192E-16 [SumSquaredError] => 0.062343714857539 [ErrorVariance] => 0.0027105962981539 [StdErr] => 0.052063387309643 [SlopeStdErr] => 0.0057759142313618 [SlopeVal] => [YIntStdErr] => 0.020215699809766 [YIntTVal] => 3.6962799612791 [R] => 0.95799500586696 [RSquared] => 0.91775443126603 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.020309756077 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.95467702121334 [1] => -0.85078088734462 [2] => -0.94309514866353 [3] => -1 [4] => -0.89279003035213 [5] => -0.80687540164554 [6] => -0.83863199776503 [7] => -0.87614835903291 [8] => -0.82973828460504 [9] => -0.68402965454308 [10] => -0.74472749489669 [11] => -0.75448733218585 [12] => -0.70333480973847 [13] => -0.59859945921846 [14] => -0.73518217699046 [15] => -0.60730304674033 [16] => -0.60380065290426 [17] => -0.47495519296315 [18] => -0.55595520408192 [19] => -0.53760200210104 [20] => -0.43533393574791 [21] => -0.29499204066666 [22] => -0.37571790416433 [23] => -0.35556141053216 [24] => -0.28483264215154 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.66956608360994 [SumXX] => 81.25 [SumXY] => 9.0149722194386 [SumYY] => 1.0918143669883 [Slope] => 0.11095350423924 [YInt] => -1.0024265963277 [PredictedY] => Array ( [0] => -1.0024265963277 [1] => -0.97468822026786 [2] => -0.94694984420805 [3] => -0.91921146814824 [4] => -0.89147309208843 [5] => -0.86373471602862 [6] => -0.83599633996881 [7] => -0.80825796390899 [8] => -0.78051958784918 [9] => -0.75278121178937 [10] => -0.72504283572956 [11] => -0.69730445966975 [12] => -0.66956608360994 [13] => -0.64182770755013 [14] => -0.61408933149032 [15] => -0.58635095543051 [16] => -0.55861257937069 [17] => -0.53087420331088 [18] => -0.50313582725107 [19] => -0.47539745119126 [20] => -0.44765907513145 [21] => -0.41992069907164 [22] => -0.39218232301183 [23] => -0.36444394695202 [24] => -0.33670557089221 ) [Error] => Array ( [0] => 0.04774957511433 [1] => 0.12390733292324 [2] => 0.0038546955445233 [3] => -0.08078853185176 [4] => -0.0013169382637033 [5] => 0.056859314383079 [6] => -0.002635657796219 [7] => -0.067890395123919 [8] => -0.049218696755859 [9] => 0.06875155724629 [10] => -0.019684659167132 [11] => 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=> 7.8899453250057E-5 [24] => 0.002690800736134 ) [TotalError] => 1.0918143669883 [SumError] => -4.3853809472694E-15 [SumSquaredError] => 0.091571608622151 [ErrorVariance] => 0.0039813742879196 [StdErr] => 0.063098132206267 [SlopeStdErr] => 0.0070001092632524 [SlopeVal] => [YIntStdErr] => 0.024500382421383 [YIntTVal] => -40.914732639143 [R] => 0.95714625737506 [RSquared] => 0.91612895800708 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 15.850253198433 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.15654915133178 [1] => 0.1430148002541 [2] => 0.051923916046107 [3] => 0.19340290306242 [4] => 0.22608411597582 [5] => 0.24772783290972 [6] => 0.1476763242411 [7] => 0.2397998184471 [8] => 0.34202768808747 [9] => 0.32428245529769 [10] => 0.2718416065365 [11] => 0.35487642251623 [12] => 0.40260524191991 [13] => 0.3982873053574 [14] => 0.32056168019524 [15] => 0.43711609304808 [16] => 0.49954962590515 [17] => 0.45954325828041 [18] => 0.43071988786328 [19] => 0.55376169839 [20] => 0.63377134608256 [21] => 0.59571661994342 [22] => 0.58455736052567 [23] => 0.69844853801533 [24] => 0.75694023604672 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.37883143705117 [SumXX] => 81.25 [SumXY] => 7.8929438008684 [SumYY] => 0.8374988470448 [Slope] => 0.097143923702996 [YInt] => 0.087399665942182 [PredictedY] => Array ( [0] => 0.087399665942182 [1] => 0.11168564686793 [2] => 0.13597162779368 [3] => 0.16025760871943 [4] => 0.18454358964518 [5] => 0.20882957057093 [6] => 0.23311555149668 [7] => 0.25740153242242 [8] => 0.28168751334817 [9] => 0.30597349427392 [10] => 0.33025947519967 [11] => 0.35454545612542 [12] => 0.37883143705117 [13] => 0.40311741797692 [14] => 0.42740339890267 [15] => 0.45168937982842 [16] => 0.47597536075416 [17] => 0.50026134167991 [18] => 0.52454732260566 [19] => 0.54883330353141 [20] => 0.57311928445716 [21] => 0.59740526538291 [22] => 0.62169124630866 [23] => 0.64597722723441 [24] => 0.67026320816016 ) [Error] => Array ( [0] => 0.069149485389599 [1] => 0.031329153386164 [2] => -0.084047711747573 [3] => 0.033145294342989 [4] => 0.041540526330646 [5] => 0.038898262338797 [6] => -0.085439227255577 [7] => -0.017601713975326 [8] => 0.060340174739298 [9] => 0.01830896102377 [10] => -0.058417868663172 [11] => 0.00033096639081354 [12] => 0.023773804868746 [13] => -0.004830112619517 [14] => -0.10684171870743 [15] => -0.014573286780337 [16] => 0.023574265150984 [17] => -0.040718083399501 [18] => -0.093827434742381 [19] => 0.0049283948585925 [20] => 0.060652061625395 [21] => -0.0016886454394853 [22] => -0.037133885782984 [23] => 0.052471310780921 [24] => 0.086677027886568 ) [SquaredError] => Array ( [0] => 0.0047816513296464 [1] => 0.00098151585189381 [2] => 0.0070640178500031 [3] => 0.0010986105370834 [4] => 0.0017256153278271 [5] => 0.0015130748129778 [6] => 0.0072998615540301 [7] => 0.00030982033486918 [8] => 0.0036409366875691 [9] => 0.00033521805376994 [10] => 0.0034126473791476 [11] => 1.0953875184814E-7 [12] => 0.00056519379793719 [13] => 2.3329987917218E-5 [14] => 0.011415152856358 [15] => 0.00021238068758196 [16] => 0.0005557459774089 [17] => 0.0016579623157287 [18] => 0.0088035875103357 [19] => 2.4289075882201E-5 [20] => 0.0036786725794107 [21] => 2.8515234202946E-6 [22] => 0.0013789254733437 [23] => 0.002753238455068 [24] => 0.0075129071632488 ) [TotalError] => 0.8374988470448 [SumError] => -4.1633363423443E-16 [SumSquaredError] => 0.070747316661211 [ErrorVariance] => 0.0030759702896179 [StdErr] => 0.055461430648856 [SlopeStdErr] => 0.0061528932927705 [SlopeVal] => [YIntStdErr] => 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-0.40183154883761 [21] => -0.3723038526567 [22] => -0.34277615647579 [23] => -0.31324846029488 [24] => -0.28372076411397 ) [Error] => Array ( [0] => 0.14160458511119 [1] => 0.019762627611376 [2] => -0.066669919906006 [3] => 0.011012353560952 [4] => 0.067399286086635 [5] => 0.0061149937862387 [6] => -0.06092906366256 [7] => -0.044046685415599 [8] => 0.072134248465452 [9] => -0.01809128806907 [10] => -0.057378821539136 [11] => -0.035753995272665 [12] => 0.039453659066438 [13] => -0.12665675488648 [14] => -0.02830532081726 [15] => -0.054330623162099 [16] => 0.0449871405981 [17] => -0.065540566701579 [18] => -0.076715060901609 [19] => -0.0039746907293861 [20] => 0.10683950817095 [21] => -0.003414051507627 [22] => -0.012785254056367 [23] => 0.028415818143343 [24] => 0.11686787602676 ) [SquaredError] => Array ( [0] => 0.020051858524513 [1] => 0.00039056145010593 [2] => 0.0044448782202733 [3] => 0.00012127193095141 [4] => 0.0045426637649881 [5] => 3.7393149005738E-5 [6] => 0.0037123507987963 [7] => 0.0019401104961007 [8] => 0.0052033498016755 [9] => 0.00032729470399807 [10] => 0.00329232916122 [11] => 0.0012783481779577 [12] => 0.0015565912137307 [13] => 0.016041933558374 [14] => 0.00080119118656801 [15] => 0.002951816613182 [16] => 0.0020238428191932 [17] => 0.0042955658835642 [18] => 0.0058852005691376 [19] => 1.5798166394268E-5 [20] => 0.011414680506211 [21] => 1.165574769673E-5 [22] => 0.00016346272128584 [23] => 0.00080745872075552 [24] => 0.013658100447006 ) [TotalError] => 1.2384200026104 [SumError] => -3.9690473130349E-15 [SumSquaredError] => 0.10496970833268 [ErrorVariance] => 0.0045639003622906 [StdErr] => 0.06755664558199 [SlopeStdErr] => 0.0074947369121296 [SlopeVal] => [YIntStdErr] => 0.026231579192454 [YIntTVal] => -37.831709070009 [R] => 0.95668124664278 [RSquared] => 0.91523900767799 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 15.759163544819 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.1430148002541 [1] => 0.051923916046107 [2] => 0.19340290306242 [3] => 0.22608411597582 [4] => 0.24772783290972 [5] => 0.1476763242411 [6] => 0.2397998184471 [7] => 0.34202768808747 [8] => 0.32428245529769 [9] => 0.2718416065365 [10] => 0.35487642251623 [11] => 0.40260524191991 [12] => 0.3982873053574 [13] => 0.32056168019524 [14] => 0.43711609304808 [15] => 0.49954962590515 [16] => 0.45954325828041 [17] => 0.43071988786328 [18] => 0.55376169839 [19] => 0.63377134608256 [20] => 0.59571661994342 [21] => 0.58455736052567 [22] => 0.69844853801533 [23] => 0.75694023604672 [24] => 0.76027166054206 ) [ConfInt] => 95 [Alpha] => 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[18] => 7.4174931634073E-6 [19] => 0.0026730963319036 [20] => 0.00014248899554741 [21] => 0.002369769623521 [22] => 0.0015702795633425 [23] => 0.0052612256065082 [24] => 0.0025282379066943 ) [TotalError] => 0.91900684187187 [SumError] => 5.5511151231258E-16 [SumSquaredError] => 0.068093840710271 [ErrorVariance] => 0.0029606017700118 [StdErr] => 0.054411412130285 [SlopeStdErr] => 0.0060364041971122 [SlopeVal] => [YIntStdErr] => 0.021127414689893 [YIntTVal] => 4.5424677777685 [R] => 0.96223955889551 [RSquared] => 0.92590496870342 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.953235013104 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.94309514866353 [1] => -1 [2] => -0.89279003035213 [3] => -0.80687540164554 [4] => -0.83863199776503 [5] => -0.87614835903291 [6] => -0.82973828460504 [7] => -0.68402965454308 [8] => -0.74472749489669 [9] => -0.75448733218585 [10] => -0.70333480973847 [11] => -0.59859945921846 [12] => -0.73518217699046 [13] => -0.60730304674033 [14] => -0.60380065290426 [15] => -0.47495519296315 [16] => -0.55595520408192 [17] => -0.53760200210104 [18] => -0.43533393574791 [19] => -0.29499204066666 [20] => -0.37571790416433 [21] => -0.35556141053216 [22] => -0.28483264215154 [23] => -0.16685288808721 [24] => -0.22040350874218 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.6128380231408 [SumXX] => 81.25 [SumXY] => 10.15808483798 [SumYY] => 1.3517030696544 [Slope] => 0.12502258262129 [YInt] => -0.98790577100467 [PredictedY] => Array ( [0] => -0.98790577100467 [1] => -0.95665012534934 [2] => -0.92539447969402 [3] => 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[SumSquaredError] => 0.081713068723959 [ErrorVariance] => 0.003552742118433 [StdErr] => 0.059604883343842 [SlopeStdErr] => 0.0066125680973622 [SlopeVal] => [YIntStdErr] => 0.023143988340768 [YIntTVal] => -42.685199994872 [R] => 0.96930287478334 [RSquared] => 0.93954806306325 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 18.906812116031 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.051923916046107 [1] => 0.19340290306242 [2] => 0.22608411597582 [3] => 0.24772783290972 [4] => 0.1476763242411 [5] => 0.2397998184471 [6] => 0.34202768808747 [7] => 0.32428245529769 [8] => 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=> 0.0024681358013877 [2] => 0.0032322645607576 [3] => 0.0028077477068826 [4] => 0.00526667555749 [5] => 3.5484792000022E-5 [6] => 0.0050073197520862 [7] => 0.00075672550329449 [8] => 0.0025442687876892 [9] => 5.0204734812387E-5 [10] => 0.00085883042099947 [11] => 2.7109580506676E-7 [12] => 0.010765065678577 [13] => 0.0001615177236919 [14] => 0.00058641609987819 [15] => 0.0017055973669715 [16] => 0.0091452479279225 [17] => 3.6194308182507E-6 [18] => 0.0031813646446066 [19] => 5.1261013200276E-5 [20] => 0.0019208479865492 [21] => 0.0019851620127799 [22] => 0.0060121901838511 [23] => 0.0030648622532938 [24] => 0.002915975316327 ) [TotalError] => 0.91481277877324 [SumError] => 1.0547118733939E-15 [SumSquaredError] => 0.068921435054688 [ErrorVariance] => 0.0029965841328125 [StdErr] => 0.054741064410664 [SlopeStdErr] => 0.0060729758340347 [SlopeVal] => [YIntStdErr] => 0.021255415419121 [YIntTVal] => 5.5615956620922 [R] => 0.9615927473817 [RSquared] => 0.92466061181709 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.801345109466 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -1 [1] => -0.89279003035213 [2] => -0.80687540164554 [3] => -0.83863199776503 [4] => -0.87614835903291 [5] => -0.82973828460504 [6] => -0.68402965454308 [7] => -0.74472749489669 [8] => -0.75448733218585 [9] => -0.70333480973847 [10] => -0.59859945921846 [11] => -0.73518217699046 [12] => -0.60730304674033 [13] => -0.60380065290426 [14] => -0.47495519296315 [15] => -0.55595520408192 [16] => -0.53760200210104 [17] => -0.43533393574791 [18] => -0.29499204066666 [19] => -0.37571790416433 [20] => -0.35556141053216 [21] => -0.28483264215154 [22] => -0.16685288808721 [23] => -0.22040350874218 [24] => -0.3777859770337 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.5902256562756 [SumXX] => 81.25 [SumXY] => 9.7899053183522 [SumYY] => 1.2850997866938 [Slope] => 0.12049114237972 [YInt] => -0.95169908341476 [PredictedY] => Array ( [0] => -0.95169908341476 [1] => -0.92157629781983 [2] => -0.8914535122249 [3] => -0.86133072662997 [4] => -0.83120794103504 [5] => -0.80108515544011 [6] => -0.77096236984518 [7] => -0.74083958425025 [8] => -0.71071679865532 [9] => -0.68059401306039 [10] => -0.65047122746546 [11] => -0.62034844187053 [12] => -0.5902256562756 [13] => -0.56010287068067 [14] => -0.52998008508574 [15] => -0.49985729949081 [16] => -0.46973451389588 [17] => -0.43961172830095 [18] => -0.40948894270602 [19] => -0.3793661571111 [20] => -0.34924337151617 [21] => -0.31912058592124 [22] => -0.28899780032631 [23] => -0.25887501473138 [24] => -0.22875222913645 ) [Error] => Array ( [0] => -0.048300916585239 [1] => 0.0287862674677 [2] => 0.084578110579363 [3] => 0.022698728864947 [4] => -0.044940417997872 [5] => -0.028653129164931 [6] => 0.0869327153021 [7] => -0.0038879106464415 [8] => -0.043770533530527 [9] => -0.022740796678076 [10] => 0.051871768247007 [11] => -0.11483373511993 [12] => -0.017077390464731 [13] => -0.04369778222359 [14] => 0.055024892122589 [15] => -0.05609790459111 [16] => -0.06786748820516 [17] => 0.0042777925530439 [18] => 0.11449690203936 [19] => 0.0036482529467634 [20] => -0.0063180390159963 [21] => 0.034287943769693 [22] => 0.12214491223909 [23] => 0.0384715059892 [24] => -0.14903374789726 ) [SquaredError] => Array ( [0] => 0.0023329785429742 [1] => 0.00082864919472194 [2] => 0.007153456789175 [3] => 0.00051523229208436 [4] => 0.0020196411698235 [5] => 0.0008210018109422 [6] => 0.007557296989796 [7] => 1.5115849194713E-5 [8] => 0.001915859605547 [9] => 0.00051714383355359 [10] => 0.0026906803410712 [11] => 0.013186786721594 [12] => 0.00029163726508488 [13] => 0.0019094961712603 [14] => 0.0030277387531026 [15] => 0.0031469748995132 [16] => 0.0046059959552775 [17] => 1.8299509126878E-5 [18] => 0.013109540576611 [19] => 1.3309749563567E-5 [20] => 3.9917617007651E-5 [21] => 0.0011756630879536 [22] => 0.014919379585895 [23] => 0.0014800567730771 [24] => 0.022211058012304 ) [TotalError] => 1.2850997866938 [SumError] => -3.219646771413E-15 [SumSquaredError] => 0.10550291109626 [ErrorVariance] => 0.0045870830911415 [StdErr] => 0.06772800817344 [SlopeStdErr] => 0.0075137478847502 [SlopeVal] => [YIntStdErr] => 0.026298117596626 [YIntTVal] => -36.18886712777 [R] => 0.95807251421198 [RSquared] => 0.91790294248847 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.036090673772 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.19340290306242 [1] => 0.22608411597582 [2] => 0.24772783290972 [3] => 0.1476763242411 [4] => 0.2397998184471 [5] => 0.34202768808747 [6] => 0.32428245529769 [7] => 0.2718416065365 [8] => 0.35487642251623 [9] => 0.40260524191991 [10] => 0.3982873053574 [11] => 0.32056168019524 [12] => 0.43711609304808 [13] => 0.49954962590515 [14] => 0.45954325828041 [15] => 0.43071988786328 [16] => 0.55376169839 [17] => 0.63377134608256 [18] => 0.59571661994342 [19] => 0.58455736052567 [20] => 0.69844853801533 [21] => 0.75694023604672 [22] => 0.76027166054206 [23] => 0.67641923171836 [24] => 0.76507220110279 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.45284244608042 [SumXX] => 81.25 [SumXY] => 8.1022668435814 [SumYY] => 0.87190775002887 [Slope] => 0.099720207305617 [YInt] => 0.15368182416357 [PredictedY] => Array ( [0] => 0.15368182416357 [1] => 0.17861187598997 [2] => 0.20354192781638 [3] => 0.22847197964278 [4] => 0.25340203146918 [5] => 0.27833208329559 [6] => 0.30326213512199 [7] => 0.3281921869484 [8] => 0.3531222387748 [9] => 0.37805229060121 [10] => 0.40298234242761 [11] => 0.42791239425401 [12] => 0.45284244608042 [13] => 0.47777249790682 [14] => 0.50270254973323 [15] => 0.52763260155963 [16] => 0.55256265338604 [17] => 0.57749270521244 [18] => 0.60242275703884 [19] => 0.62735280886525 [20] => 0.65228286069165 [21] => 0.67721291251806 [22] => 0.70214296434446 [23] => 0.72707301617086 [24] => 0.75200306799727 ) [Error] => Array ( [0] => 0.03972107889885 [1] => 0.047472239985852 [2] => 0.044185905093347 [3] => -0.080795655401682 [4] => -0.013602213022086 [5] => 0.063695604791883 [6] => 0.021020320175699 [7] => -0.056350580411898 [8] => 0.0017541837414322 [9] => 0.024552951318709 [10] => -0.0046950370702089 [11] => -0.10735071405878 [12] => 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0.0025658058793608 [24] => 0.00017080224012988 ) [TotalError] => 0.87190775002887 [SumError] => 1.3600232051658E-15 [SumSquaredError] => 0.063948020741507 [ErrorVariance] => 0.0027803487278916 [StdErr] => 0.052729012202881 [SlopeStdErr] => 0.0058497586831401 [SlopeVal] => [YIntStdErr] => 0.020474155390991 [YIntTVal] => 7.5061374317396 [R] => 0.96263043522337 [RSquared] => 0.92665735481834 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 17.046892480031 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.89279003035213 [1] => -0.80687540164554 [2] => -0.83863199776503 [3] => -0.87614835903291 [4] => -0.82973828460504 [5] => -0.68402965454308 [6] => -0.74472749489669 [7] => -0.75448733218585 [8] => -0.70333480973847 [9] => -0.59859945921846 [10] => -0.73518217699046 [11] => -0.60730304674033 [12] => -0.60380065290426 [13] => -0.47495519296315 [14] => -0.55595520408192 [15] => -0.53760200210104 [16] => -0.43533393574791 [17] => -0.29499204066666 [18] => -0.37571790416433 [19] => -0.35556141053216 [20] => -0.28483264215154 [21] => -0.16685288808721 [22] => -0.22040350874218 [23] => -0.3777859770337 [24] => -0.24033215531037 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.55983894248802 [SumXX] => 81.25 [SumXY] => 9.5078192041436 [SumYY] => 1.2165264265665 [Slope] => 0.11701931328177 [YInt] => -0.91089688233332 [PredictedY] => Array ( [0] => -0.91089688233332 [1] => -0.88164205401288 [2] => -0.85238722569244 [3] => -0.82313239737199 [4] => -0.79387756905155 [5] => -0.76462274073111 [6] => -0.73536791241067 [7] => -0.70611308409023 [8] => 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[21] => 0.12969259951683 [22] => 0.046887150541425 [23] => -0.13975014607055 [24] => -0.031551152667653 ) [SquaredError] => Array ( [0] => 0.00032785808866868 [1] => 0.0055900523062187 [2] => 0.00018920629533504 [3] => 0.002810692190832 [4] => 0.0012859909200083 [5] => 0.0064952455413111 [6] => 8.7601784312697E-5 [7] => 0.0023400678788168 [8] => 0.00070100791005659 [9] => 0.0024013889023739 [10] => 0.013650084915934 [11] => 0.00033157772996313 [12] => 0.0019326319827218 [13] => 0.0030945768743678 [14] => 0.0029839909429939 [15] => 0.0042938590979436 [16] => 5.603560655224E-5 [17] => 0.014059499465987 [18] => 7.3823639408076E-5 [19] => 2.5630555359166E-7 [20] => 0.0016783502943662 [21] => 0.016820170369432 [22] => 0.0021984048858942 [23] => 0.019530103326739 [24] => 0.00099547523465756 ) [TotalError] => 1.2165264265665 [SumError] => -1.7486012637846E-15 [SumSquaredError] => 0.10392795249045 [ErrorVariance] => 0.0045186066300195 [StdErr] => 0.067220581892895 [SlopeStdErr] => 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[6] => 0.002616789356465 [7] => 3.3856623722376E-5 [8] => 0.00075547226938071 [9] => 8.373435139225E-6 [10] => 0.011380819139706 [11] => 0.0002620551428496 [12] => 0.00040738608247152 [13] => 0.0021053568989224 [14] => 0.010154420944521 [15] => 1.4356099299704E-5 [16] => 0.0025159348364263 [17] => 0.00019480451987537 [18] => 0.0026191985833813 [19] => 0.0013433297338159 [20] => 0.0047722609451105 [21] => 0.0021484494325097 [22] => 0.0040402127188918 [23] => 9.4343603733683E-7 [24] => 0.0041450544553371 ) [TotalError] => 0.94994073922654 [SumError] => 3.4972025275692E-15 [SumSquaredError] => 0.066971098142216 [ErrorVariance] => 0.0029117868757485 [StdErr] => 0.053960975489223 [SlopeStdErr] => 0.0059864327384754 [SlopeVal] => [YIntStdErr] => 0.020952514584664 [YIntTVal] => 7.952578709516 [R] => 0.96410565262704 [RSquared] => 0.92949970942741 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 17.413781614652 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.80687540164554 [1] => -0.83863199776503 [2] => -0.87614835903291 [3] => -0.82973828460504 [4] => -0.68402965454308 [5] => -0.74472749489669 [6] => -0.75448733218585 [7] => -0.70333480973847 [8] => -0.59859945921846 [9] => -0.73518217699046 [10] => -0.60730304674033 [11] => -0.60380065290426 [12] => -0.47495519296315 [13] => -0.55595520408192 [14] => -0.53760200210104 [15] => -0.43533393574791 [16] => -0.29499204066666 [17] => -0.37571790416433 [18] => -0.35556141053216 [19] => -0.28483264215154 [20] => -0.16685288808721 [21] => -0.22040350874218 [22] => -0.3777859770337 [23] => -0.24033215531037 [24] => -0.080398976215889 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.52734330032257 [SumXX] => 81.25 [SumXY] => 9.8640480674016 [SumYY] => 1.309133511922 [Slope] => 0.12140366852187 [YInt] => -0.89155430588817 [PredictedY] => Array ( [0] => -0.89155430588817 [1] => -0.8612033887577 [2] => -0.83085247162723 [3] => -0.80050155449677 [4] => -0.7701506373663 [5] => -0.73979972023583 [6] => -0.70944880310537 [7] => -0.6790978859749 [8] => -0.64874696884443 [9] => -0.61839605171397 [10] => -0.5880451345835 [11] => -0.55769421745304 [12] => -0.52734330032257 [13] => -0.4969923831921 [14] => -0.46664146606164 [15] => -0.43629054893117 [16] => -0.4059396318007 [17] => -0.37558871467024 [18] => -0.34523779753977 [19] => -0.3148868804093 [20] => -0.28453596327884 [21] => -0.25418504614837 [22] => -0.2238341290179 [23] => -0.19348321188744 [24] => -0.16313229475697 ) [Error] => Array ( [0] => 0.084678904242628 [1] => 0.022571390992675 [2] => -0.04529588740568 [3] => -0.029236730108275 [4] => 0.086120982823219 [5] => -0.0049277746608597 [6] => -0.045038529080482 [7] => -0.024236923763568 [8] => 0.050147509625979 [9] => -0.1167861252765 [10] => -0.019257912156833 [11] => -0.046106435451228 [12] => 0.052388107359414 [13] => -0.058962820889822 [14] => -0.070960536039408 [15] => 0.00095661318325851 [16] => 0.11094759113404 [17] => -0.00012918949409552 [18] => -0.010323612992392 [19] => 0.030054238257761 [20] => 0.11768307519162 [21] => 0.033781537406195 [22] => -0.1539518480158 [23] => -0.046848943422932 [24] => 0.082733318541082 ) [SquaredError] => Array ( [0] => 0.0071705168237322 [1] => 0.00050946769134422 [2] => 0.0020517174158681 [3] => 0.00085478638742414 [4] => 0.0074168236824371 [5] => 2.4282963108211E-5 [6] => 0.0020284691017335 [7] => 0.00058742847352099 [8] => 0.0025147727216876 [9] => 0.013638999057097 [10] => 0.00037086718064028 [11] => 0.0021258033900183 [12] => 0.0027445137927015 [13] => 0.0034766142472852 [14] => 0.0050353976750002 [15] => 9.1510878238399E-7 [16] => 0.012309367978446 [17] => 1.6689925384655E-8 [18] => 0.00010657698521668 [19] => 0.00090325723725426 [20] => 0.013849306186557 [21] => 0.0011411922695261 [22] => 0.02370117150748 [23] => 0.0021948234998451 [24] => 0.0068448019968201 ) [TotalError] => 1.309133511922 [SumError] => -1.0685896612017E-15 [SumSquaredError] => 0.11160189006345 [ErrorVariance] => 0.0048522560897153 [StdErr] => 0.069658137282842 [SlopeStdErr] => 0.0077278764838953 [SlopeVal] => [YIntStdErr] => 0.027047567693634 [YIntTVal] => -32.962457696262 [R] => 0.95642633303338 [RSquared] => 0.91475133051968 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 15.709835525305 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.24772783290972 [1] => 0.1476763242411 [2] => 0.2397998184471 [3] => 0.34202768808747 [4] => 0.32428245529769 [5] => 0.2718416065365 [6] => 0.35487642251623 [7] => 0.40260524191991 [8] => 0.3982873053574 [9] => 0.32056168019524 [10] => 0.43711609304808 [11] => 0.49954962590515 [12] => 0.45954325828041 [13] => 0.43071988786328 [14] => 0.55376169839 [15] => 0.63377134608256 [16] => 0.59571661994342 [17] => 0.58455736052567 [18] => 0.69844853801533 [19] => 0.75694023604672 [20] => 0.76027166054206 [21] => 0.67641923171836 [22] => 0.76507220110279 [23] => 0.85648721286863 [24] => 0.79539333493129 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.50213818723089 [SumXX] => 81.25 [SumXY] => 8.5949396453986 [SumYY] => 0.97269799009434 [Slope] => 0.10578387255875 [YInt] => 0.18478656955463 [PredictedY] => Array ( [0] => 0.18478656955463 [1] => 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0.052295254432606 [16] => -0.012205439846214 [17] => -0.049810667403651 [18] => 0.037634541946315 [19] => 0.069680271838022 [20] => 0.046565728193673 [21] => -0.063732668769718 [22] => -0.0015256675249744 [23] => 0.063443376101176 [24] => -0.024096469975853 ) [SquaredError] => Array ( [0] => 0.0039616026327354 [1] => 0.004039392268511 [2] => 4.4999672024717E-6 [3] => 0.0060689107692573 [4] => 0.0011364998329392 [5] => 0.0020407628908306 [6] => 0.00013028040325267 [7] => 0.0010690869679791 [8] => 3.7364529893325E-6 [9] => 0.010452731864992 [10] => 0.00014714073076216 [11] => 0.00056917585988638 [12] => 0.0018143279722958 [13] => 0.0095774148547387 [14] => 1.6089022856999E-6 [15] => 0.002734793636171 [16] => 0.00014897276183954 [17] => 0.0024811025871972 [18] => 0.0014163587475089 [19] => 0.0048553402834206 [20] => 0.002168367042207 [21] => 0.0040618530685106 [22] => 2.3276613967615E-6 [23] => 0.0040250619711153 [24] => 0.0005806398652972 ) [TotalError] => 0.97269799009434 [SumError] => 1.4710455076283E-15 [SumSquaredError] => 0.063491989995322 [ErrorVariance] => 0.0027605213041444 [StdErr] => 0.052540663339402 [SlopeStdErr] => 0.0058288632528341 [SlopeVal] => [YIntStdErr] => 0.020401021384919 [YIntTVal] => 9.0577116737511 [R] => 0.96681223397527 [RSquared] => 0.93472589576425 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 18.148285175041 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.83863199776503 [1] => -0.87614835903291 [2] => -0.82973828460504 [3] => -0.68402965454308 [4] => -0.74472749489669 [5] => -0.75448733218585 [6] => -0.70333480973847 [7] => -0.59859945921846 [8] => -0.73518217699046 [9] => -0.60730304674033 [10] => -0.60380065290426 [11] => -0.47495519296315 [12] => -0.55595520408192 [13] => -0.53760200210104 [14] => -0.43533393574791 [15] => -0.29499204066666 [16] => -0.37571790416433 [17] => -0.35556141053216 [18] => -0.28483264215154 [19] => -0.16685288808721 [20] => -0.22040350874218 [21] => -0.3777859770337 [22] => -0.24033215531037 [23] => -0.080398976215889 [24] => -0.16494389827988 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.50166604018794 [SumXX] => 81.25 [SumXY] => 10.04276694423 [SumYY] => 1.3458456006524 [Slope] => 0.12360328546745 [YInt] => -0.87247589659028 [PredictedY] => Array ( [0] => -0.87247589659028 [1] => -0.84157507522342 [2] => -0.81067425385656 [3] => -0.7797734324897 [4] => -0.74887261112284 [5] => -0.71797178975597 [6] => -0.68707096838911 [7] => -0.65617014702225 [8] => -0.62526932565539 [9] => -0.59436850428853 [10] => -0.56346768292167 [11] => -0.5325668615548 [12] => -0.50166604018794 [13] => -0.47076521882108 [14] => -0.43986439745422 [15] => -0.40896357608736 [16] => -0.3780627547205 [17] => -0.34716193335363 [18] => -0.31626111198677 [19] => -0.28536029061991 [20] => -0.25445946925305 [21] => -0.22355864788619 [22] => -0.19265782651933 [23] => -0.16175700515246 [24] => -0.1308561837856 ) [Error] => Array ( [0] => 0.033843898825257 [1] => -0.034573283809494 [2] => -0.019064030748484 [3] => 0.095743777946615 [4] => 0.0041451162261414 [5] => -0.036515542429876 [6] => -0.016263841349357 [7] => 0.057570687803795 [8] => -0.10991285133507 [9] => -0.012934542451807 [10] => -0.040332969982598 [11] => 0.057611668591649 [12] => -0.054289163893981 [13] => -0.066836783279963 [14] => 0.0045304617063086 [15] => 0.11397153542069 [16] => 0.0023448505561644 [17] => -0.008399477178527 [18] => 0.031428469835231 [19] => 0.1185074025327 [20] => 0.034055960510874 [21] => -0.15422732914752 [22] => -0.047674328791043 [23] => 0.081358028936576 [24] => -0.03408771449428 ) [SquaredError] => Array ( [0] => 0.0011454094876942 [1] => 0.0011953119533718 [2] => 0.00036343726837915 [3] => 0.0091668710154907 [4] => 1.7181988528221E-5 [5] => 0.0013333848389481 [6] => 0.00026451253543705 [7] => 0.003314384094202 [8] => 0.012080834888606 [9] => 0.0001673023884376 [10] => 0.0016267484676171 [11] => 0.003319104357914 [12] => 0.0029473133163076 [13] => 0.0044671555992128 [14] => 2.0525083272329E-5 [15] => 0.01298951088615 [16] => 5.4983241307445E-6 [17] => 7.0551216872595E-5 [18] => 0.00098774871618401 [19] => 0.014044004455047 [20] => 0.0011598084463182 [21] => 0.023786069055976 [22] => 0.0022728416256765 [23] => 0.0066191288724447 [24] => 0.0011619722794436 ) [TotalError] => 1.3458456006524 [SumError] => -1.4849232954361E-15 [SumSquaredError] => 0.10452661116166 [ErrorVariance] => 0.0045446352678984 [StdErr] => 0.067413910047544 [SlopeStdErr] => 0.0074789018263365 [SlopeVal] => [YIntStdErr] => 0.026176156392178 [YIntTVal] => -33.330939940862 [R] => 0.96038215107664 [RSquared] => 0.92233387610659 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 16.526929800333 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.1476763242411 [1] => 0.2397998184471 [2] => 0.34202768808747 [3] => 0.32428245529769 [4] => 0.2718416065365 [5] => 0.35487642251623 [6] => 0.40260524191991 [7] => 0.3982873053574 [8] => 0.32056168019524 [9] => 0.43711609304808 [10] => 0.49954962590515 [11] => 0.45954325828041 [12] => 0.43071988786328 [13] => 0.55376169839 [14] => 0.63377134608256 [15] => 0.59571661994342 [16] => 0.58455736052567 [17] => 0.69844853801533 [18] => 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0.84562865307298 ) [Error] => Array ( [0] => -0.055993278336239 [1] => 0.0093819220991089 [2] => 0.08486149796883 [3] => 0.0403679714084 [4] => -0.038821171123446 [5] => 0.017465351085637 [6] => 0.038445876718667 [7] => 0.0073796463855015 [8] => -0.097094272547315 [9] => -0.0072881534651242 [10] => 0.028397085621294 [11] => -0.038357575774093 [12] => -0.093929239961876 [13] => 0.0023642767941948 [14] => 0.055625630716094 [15] => -0.0091773891936884 [16] => -0.04708494238209 [17] => 0.040057941336913 [18] => 0.071801345597657 [19] => 0.048384476322344 [20] => -0.062216246272011 [21] => -0.00031157065823062 [22] => 0.064355147336956 [23] => -0.023487024371036 [24] => -0.035127305306448 ) [SquaredError] => Array ( [0] => 0.0031352472188396 [1] => 8.8020462273747E-5 [2] => 0.0072014738375138 [3] => 0.0016295731156294 [4] => 0.0015070833273959 [5] => 0.00030503848854458 [6] => 0.0014780854366669 [7] => 5.4459180775045E-5 [8] => 0.0094272977614922 [9] => 5.3117180931202E-5 [10] => 0.00080639447178312 [11] => 0.0014713036192653 [12] => 0.0088227021198156 [13] => 5.5898047595681E-6 [14] => 0.0030942107925633 [15] => 8.4224472412428E-5 [16] => 0.0022169917991247 [17] => 0.0016046386641516 [18] => 0.0051554332296341 [19] => 0.0023410575489875 [20] => 0.0038708613001795 [21] => 9.7076275070262E-8 [22] => 0.0041415849887614 [23] => 0.00055164031380566 [24] => 0.0012339275780924 ) [TotalError] => 0.99039263932308 [SumError] => 1.193489751472E-15 [SumSquaredError] => 0.060280053789673 [ErrorVariance] => 0.0026208719038988 [StdErr] => 0.051194451885911 [SlopeStdErr] => 0.0056795145013516 [SlopeVal] => [YIntStdErr] => 0.01987830075473 [YIntTVal] => 10.245825590946 [R] => 0.96908988029315 [RSquared] => 0.9391351960866 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 18.838436816588 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.87614835903291 [1] => -0.82973828460504 [2] => -0.68402965454308 [3] => -0.74472749489669 [4] => -0.75448733218585 [5] => -0.70333480973847 [6] => -0.59859945921846 [7] => -0.73518217699046 [8] => -0.60730304674033 [9] => -0.60380065290426 [10] => -0.47495519296315 [11] => -0.55595520408192 [12] => -0.53760200210104 [13] => -0.43533393574791 [14] => -0.29499204066666 [15] => -0.37571790416433 [16] => -0.35556141053216 [17] => -0.28483264215154 [18] => -0.16685288808721 [19] => -0.22040350874218 [20] => -0.3777859770337 [21] => -0.24033215531037 [22] => -0.080398976215889 [23] => -0.16494389827988 [24] => -0.18842499412941 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.47565776004252 [SumXX] => 81.25 [SumXY] => 9.8873507202801 [SumYY] => 1.3135087311193 [Slope] => 0.12169047040345 [YInt] => -0.84072917125286 [PredictedY] => Array ( [0] => -0.84072917125286 [1] => -0.810306553652 [2] => -0.77988393605114 [3] => -0.74946131845027 [4] => -0.71903870084941 [5] => -0.68861608324855 [6] => -0.65819346564769 [7] => -0.62777084804683 [8] => -0.59734823044597 [9] => -0.5669256128451 [10] => -0.53650299524424 [11] => -0.50608037764338 [12] => -0.47565776004252 [13] => -0.44523514244166 [14] => -0.41481252484079 [15] => -0.38438990723993 [16] => -0.35396728963907 [17] => -0.32354467203821 [18] => -0.29312205443735 [19] => -0.26269943683648 [20] => -0.23227681923562 [21] => -0.20185420163476 [22] => -0.1714315840339 [23] => -0.14100896643304 [24] => -0.11058634883217 ) [Error] => Array ( [0] => -0.035419187780054 [1] => -0.019431730953044 [2] => 0.095854281508054 [3] => 0.0047338235535807 [4] => -0.035448631336437 [5] => -0.014718726489918 [6] => 0.059594006429233 [7] => -0.10741132894364 [8] => -0.009954816294369 [9] => -0.03687504005916 [10] => 0.061547802281087 [11] => -0.049874826438544 [12] => -0.061944242058526 [13] => 0.0099012066937451 [14] => 0.11982048417413 [15] => 0.0086720030756003 [16] => -0.0015941208930913 [17] => 0.038712029886666 [18] => 0.12626916635013 [19] => 0.042295928094309 [20] => -0.14550915779808 [21] => -0.038477953675609 [22] => 0.09103260781801 [23] => -0.023934931846847 [24] => -0.077838645297232 ) [SquaredError] => Array ( [0] => 0.0012545188629987 [1] => 0.0003775921678315 [2] => 0.0091880432834253 [3] => 2.2409085436435E-5 [4] => 0.0012566054636267 [5] => 0.00021664090948501 [6] => 0.0035514456022875 [7] => 0.011537193585438 [8] => 9.9098367454635E-5 [9] => 0.0013597685793647 [10] => 0.0037881319656317 [11] => 0.0024874983122749 [12] => 0.0038370891242053 [13] => 9.8033893992263E-5 [14] => 0.014356948427723 [15] => 7.5203637343222E-5 [16] => 2.5412214217902E-6 [17] => 0.0014986212579461 [18] => 0.015943902370757 [19] => 0.001788945533359 [20] => 0.021172915003107 [21] => 0.0014805529190623 [22] => 0.0082869356861476 [23] => 0.0005728809625132 [24] => 0.0060588547017082 ) [TotalError] => 1.3135087311193 [SumError] => -4.0661918276896E-15 [SumSquaredError] => 0.11031237092454 [ErrorVariance] => 0.0047961900401974 [StdErr] => 0.069254530827935 [SlopeStdErr] => 0.0076831003679484 [SlopeVal] => [YIntStdErr] => 0.026890851287819 [YIntTVal] => -31.264505621422 [R] => 0.95708778333157 [RSquared] => 0.91601702500254 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 15.838719341882 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.2397998184471 [1] => 0.34202768808747 [2] => 0.32428245529769 [3] => 0.2718416065365 [4] => 0.35487642251623 [5] => 0.40260524191991 [6] => 0.3982873053574 [7] => 0.32056168019524 [8] => 0.43711609304808 [9] => 0.49954962590515 [10] => 0.45954325828041 [11] => 0.43071988786328 [12] => 0.55376169839 [13] => 0.63377134608256 [14] => 0.59571661994342 [15] => 0.58455736052567 [16] => 0.69844853801533 [17] => 0.75694023604672 [18] => 0.76027166054206 [19] => 0.67641923171836 [20] => 0.76507220110279 [21] => 0.85648721286863 [22] => 0.79539333493129 [23] => 0.81050134776653 [24] => 0.83365699689287 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.55208835473123 [SumXX] => 81.25 [SumXY] => 8.3950574710167 [SumYY] => 0.92494722849675 [Slope] => 0.10332378425867 [YInt] => 0.24211700195523 [PredictedY] => Array ( [0] => 0.24211700195523 [1] => 0.26794794801989 [2] => 0.29377889408456 [3] => 0.31960984014923 [4] => 0.34544078621389 [5] => 0.37127173227856 [6] => 0.39710267834323 [7] => 0.42293362440789 [8] => 0.44876457047256 [9] => 0.47459551653723 [10] => 0.50042646260189 [11] => 0.52625740866656 [12] => 0.55208835473123 [13] => 0.5779193007959 [14] => 0.60375024686056 [15] => 0.62958119292523 [16] => 0.6554121389899 [17] => 0.68124308505456 [18] => 0.70707403111923 [19] => 0.7329049771839 [20] => 0.75873592324856 [21] => 0.78456686931323 [22] => 0.8103978153779 [23] => 0.83622876144256 [24] => 0.86205970750723 ) [Error] => Array ( [0] => -0.0023171835081274 [1] => 0.074079740067579 [2] => 0.030503561213133 [3] => -0.047768233612728 [4] => 0.0094356363023402 [5] => 0.031333509641354 [6] => 0.0011846270141738 [7] => -0.10237194421266 [8] => -0.011648477424482 [9] => 0.024954109367921 [10] => -0.040883204321482 [11] => -0.095537520803279 [12] => 0.0016733436587757 [13] => 0.05585204528666 [14] => -0.0080336269171382 [15] => -0.045023832399555 [16] => 0.043036399025433 [17] => 0.075697150992161 [18] => 0.053197629422833 [19] => -0.056485745465537 [20] => 0.0063362778542282 [21] => 0.0719203435554 [22] => -0.015004480446608 [23] => -0.025727413676035 [24] => -0.028402710614359 ) [SquaredError] => Array ( [0] => 5.3693394103377E-6 [1] => 0.00548780788848 [2] => 0.00093046724668334 [3] => 0.0022818041424801 [4] => 8.903123243004E-5 [5] => 0.00098178882644484 [6] => 1.4033411627103E-6 [7] => 0.010480014961879 [8] => 0.00013568702630868 [9] => 0.00062270757434616 [10] => 0.001671436395592 [11] => 0.0091274178812371 [12] => 2.8000790003648E-6 [13] => 0.0031194509627031 [14] => 6.4539161443767E-5 [15] => 0.0020271454839432 [16] => 0.0018521316410763 [17] => 0.0057300586683301 [18] => 0.0028299877762091 [19] => 0.0031906394407974 [20] => 4.0148417045983E-5 [21] => 0.0051725358171268 [22] => 0.00022513443347264 [23] => 0.00066189981445781 [24] => 0.00080671397024302 ) [TotalError] => 0.92494722849675 [SumError] => 4.0523140398818E-15 [SumSquaredError] => 0.057538121522304 [ErrorVariance] => 0.0025016574574915 [StdErr] => 0.05001657182866 [SlopeStdErr] => 0.0055488404415742 [SlopeVal] => [YIntStdErr] => 0.01942094154551 [YIntTVal] => 12.466800406554 [R] => 0.96839716875839 [RSquared] => 0.93779307645927 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 18.620788495651 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.82973828460504 [1] => -0.68402965454308 [2] => -0.74472749489669 [3] => -0.75448733218585 [4] => -0.70333480973847 [5] => -0.59859945921846 [6] => -0.73518217699046 [7] => -0.60730304674033 [8] => -0.60380065290426 [9] => -0.47495519296315 [10] => -0.55595520408192 [11] => -0.53760200210104 [12] => -0.43533393574791 [13] => -0.29499204066666 [14] => -0.37571790416433 [15] => -0.35556141053216 [16] => -0.28483264215154 [17] => -0.16685288808721 [18] => -0.22040350874218 [19] => -0.3777859770337 [20] => -0.24033215531037 [21] => -0.080398976215889 [22] => -0.16494389827988 [23] => -0.18842499412941 [24] => -0.1249387366083 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.44560937514553 [SumXX] => 81.25 [SumXY] => 9.637913343864 [SumYY] => 1.2535472087653 [Slope] => 0.11862047192448 [YInt] => -0.80147079091897 [PredictedY] => Array ( [0] => -0.80147079091897 [1] => -0.77181567293785 [2] => -0.74216055495673 [3] => -0.71250543697561 [4] => -0.68285031899449 [5] => -0.65319520101337 [6] => -0.62354008303225 [7] => -0.59388496505113 [8] => -0.56422984707001 [9] => -0.53457472908889 [10] => -0.50491961110777 [11] => -0.47526449312665 [12] => -0.44560937514553 [13] => -0.41595425716441 [14] => -0.38629913918329 [15] => -0.35664402120217 [16] => -0.32698890322105 [17] => -0.29733378523993 [18] => -0.26767866725881 [19] => -0.23802354927769 [20] => -0.20836843129657 [21] => -0.17871331331545 [22] => -0.14905819533433 [23] => -0.11940307735321 [24] => -0.089747959372094 ) [Error] => Array ( [0] => -0.028267493686071 [1] => 0.08778601839477 [2] => -0.0025669399399616 [3] => -0.041981895210238 [4] => -0.020484490743976 [5] => 0.054595741794917 [6] => -0.11164209395821 [7] => -0.013418081689202 [8] => -0.039570805834251 [9] => 0.059619536125738 [10] => -0.051035592974151 [11] => -0.062337508974391 [12] => 0.010275439397622 [13] => 0.12096221649775 [14] => 0.010581235018962 [15] => 0.001082610670012 [16] => 0.042156261069511 [17] => 0.13048089715272 [18] => 0.047275158516638 [19] => -0.13976242775601 [20] => -0.031963724013796 [21] => 0.098314337099565 [22] => -0.01588570294555 [23] => -0.069021916776193 [24] => -0.035190777236206 ) [SquaredError] => Array ( [0] => 0.00079905119929204 [1] => 0.0077063850256069 [2] => 6.5891806553701E-6 [3] => 0.0017624795254434 [4] => 0.00041961436104005 [5] => 0.0029806950221372 [6] => 0.012463957143374 [7] => 0.00018004491621809 [8] => 0.001565848674372 [9] => 0.0035544890878482 [10] => 0.0026046317502232 [11] => 0.0038859650251323 [12] => 0.00010558465481421 [13] => 0.014631857820048 [14] => 0.0001119625345265 [15] => 1.1720458628238E-6 [16] => 0.0017771503473608 [17] => 0.017025264521778 [18] => 0.0022349406127733 [19] => 0.019533536212254 [20] => 0.0010216796528301 [21] => 0.0096657088793269 [22] => 0.00025235555807425 [23] => 0.0047640249954596 [24] => 0.0012383908024883 ) [TotalError] => 1.2535472087653 [SumError] => -2.4841240175988E-15 [SumSquaredError] => 0.11029337954894 [ErrorVariance] => 0.0047953643282148 [StdErr] => 0.069248569142003 [SlopeStdErr] => 0.0076824389782771 [SlopeVal] => [YIntStdErr] => 0.02688853642397 [YIntTVal] => -29.807155669674 [R] => 0.95499475252782 [RSquared] => 0.91201497735568 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 15.440470436523 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.34202768808747 [1] => 0.32428245529769 [2] => 0.2718416065365 [3] => 0.35487642251623 [4] => 0.40260524191991 [5] => 0.3982873053574 [6] => 0.32056168019524 [7] => 0.43711609304808 [8] => 0.49954962590515 [9] => 0.45954325828041 [10] => 0.43071988786328 [11] => 0.55376169839 [12] => 0.63377134608256 [13] => 0.59571661994342 [14] => 0.58455736052567 [15] => 0.69844853801533 [16] => 0.75694023604672 [17] => 0.76027166054206 [18] => 0.67641923171836 [19] => 0.76507220110279 [20] => 0.85648721286863 [21] => 0.79539333493129 [22] => 0.81050134776653 [23] => 0.83365699689287 [24] => 0.84110908446815 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.57614072537207 [SumXX] => 81.25 [SumXY] => 8.2471819173041 [SumYY] => 0.89649316748382 [Slope] => 0.10150377744374 [YInt] => 0.27162939304084 [PredictedY] => Array ( [0] => 0.27162939304084 [1] => 0.29700533740178 [2] => 0.32238128176271 [3] => 0.34775722612365 [4] => 0.37313317048459 [5] => 0.39850911484552 [6] => 0.42388505920646 [7] => 0.44926100356739 [8] => 0.47463694792833 [9] => 0.50001289228926 [10] => 0.5253888366502 [11] => 0.55076478101114 [12] => 0.57614072537207 [13] => 0.60151666973301 [14] => 0.62689261409394 [15] => 0.65226855845488 [16] => 0.67764450281581 [17] => 0.70302044717675 [18] => 0.72839639153768 [19] => 0.75377233589862 [20] => 0.77914828025956 [21] => 0.80452422462049 [22] => 0.82990016898143 [23] => 0.85527611334236 [24] => 0.8806520577033 ) [Error] => Array ( [0] => 0.070398295046629 [1] => 0.027277117895914 [2] => -0.050539675226215 [3] => 0.0071191963925836 [4] => 0.029472071435329 [5] => -0.00022180948812034 [6] => -0.10332337901122 [7] => -0.012144910519314 [8] => 0.024912677976821 [9] => -0.040469634008851 [10] => -0.094668948786917 [11] => 0.002996917378869 [12] => 0.057630620710485 [13] => -0.0058000497895823 [14] => -0.042335253568268 [15] => 0.046179979560451 [16] => 0.079295733230911 [17] => 0.057251213365314 [18] => -0.051977159819325 [19] => 0.011299865204171 [20] => 0.077338932609074 [21] => -0.0091308896892024 [22] => -0.019398821214898 [23] => -0.021619116449491 [24] => -0.039542973235145 ) [SquaredError] => Array ( [0] => 0.0049559199454722 [1] => 0.00074404116070758 [2] => 0.0025542587719713 [3] => 5.0682957276176E-5 [4] => 0.00086860299468913 [5] => 4.9199449020207E-8 [6] => 0.010675720650296 [7] => 0.00014749885152215 [8] => 0.00062064152397676 [9] => 0.0016377912768104 [10] => 0.00896220986442 [11] => 8.9815137757669E-6 [12] => 0.0033212884434757 [13] => 3.3640577561633E-5 [14] => 0.0017922736946895 [15] => 0.0021325905122037 [16] => 0.0062878133086277 [17] => 0.0032777014318007 [18] => 0.0027016251428836 [19] => 0.00012768695363244 [20] => 0.005981310497111 [21] => 8.3373146516383E-5 [22] => 0.00037631426452756 [23] => 0.00046738619605665 [24] => 0.0015636467322754 ) [TotalError] => 0.89649316748382 [SumError] => 7.7715611723761E-16 [SumSquaredError] => 0.059373049611729 [ErrorVariance] => 0.0025814369396404 [StdErr] => 0.050807843288614 [SlopeStdErr] => 0.005636624128395 [SlopeVal] => [YIntStdErr] => 0.019728184449383 [YIntTVal] => 13.768595571365 [R] => 0.9663187301948 [RSquared] => 0.93377188832529 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 18.007902448632 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.68402965454308 [1] => -0.74472749489669 [2] => -0.75448733218585 [3] => -0.70333480973847 [4] => -0.59859945921846 [5] => -0.73518217699046 [6] => -0.60730304674033 [7] => -0.60380065290426 [8] => -0.47495519296315 [9] => -0.55595520408192 [10] => -0.53760200210104 [11] => -0.43533393574791 [12] => -0.29499204066666 [13] => -0.37571790416433 [14] => -0.35556141053216 [15] => -0.28483264215154 [16] => -0.16685288808721 [17] => -0.22040350874218 [18] => -0.3777859770337 [19] => -0.24033215531037 [20] => -0.080398976215889 [21] => -0.16494389827988 [22] => -0.18842499412941 [23] => -0.1249387366083 [24] => -0.047691990337875 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.41432752337485 [SumXX] => 81.25 [SumXY] => 9.5832465425435 [SumYY] => 1.2398665785599 [Slope] => 0.11794764975438 [YInt] => -0.76817047263799 [PredictedY] => Array ( [0] => -0.76817047263799 [1] => -0.7386835601994 [2] => -0.7091966477608 [3] => -0.67970973532221 [4] => -0.65022282288361 [5] => -0.62073591044501 [6] => -0.59124899800642 [7] => -0.56176208556782 [8] => -0.53227517312923 [9] => -0.50278826069063 [10] => -0.47330134825204 [11] => -0.44381443581344 [12] => -0.41432752337485 [13] => -0.38484061093625 [14] => -0.35535369849766 [15] => -0.32586678605906 [16] => -0.29637987362046 [17] => -0.26689296118187 [18] => -0.23740604874327 [19] => -0.20791913630468 [20] => -0.17843222386608 [21] => -0.14894531142749 [22] => -0.11945839898889 [23] => -0.089971486550296 [24] => -0.0604845741117 ) [Error] => Array ( [0] => 0.08414081809491 [1] => -0.0060439346972968 [2] => -0.045290684425048 [3] => -0.023625074416263 [4] => 0.051623363665155 [5] => -0.11444626654545 [6] => -0.016054048733915 [7] => -0.04203856733644 [8] => 0.057319980166074 [9] => -0.053166943391291 [10] => -0.064300653849007 [11] => 0.0084805000655312 [12] => 0.11933548270818 [13] => 0.0091227067719192 [14] => -0.00020771203450609 [15] => 0.041034143907518 [16] => 0.12952698553325 [17] => 0.046489452439693 [18] => -0.14037992829043 [19] => -0.032413019005692 [20] => 0.098033247650193 [21] => -0.015998586852397 [22] => -0.068966595140516 [23] => -0.034967250058004 [24] => 0.012792583773825 ) [SquaredError] => Array ( [0] => 0.0070796772696808 [1] => 3.6529146625188E-5 [2] => 0.0020512460956893 [3] => 0.00055814414117395 [4] => 0.0026649716761048 [5] => 0.013097947926192 [6] => 0.00025773248075091 [7] => 0.0017672411437004 [8] => 0.0032855801262391 [9] => 0.0028267238695727 [10] => 0.0041345740854098 [11] => 7.1918881361476E-5 [12] => 0.014240957433195 [13] => 8.322377884642E-5 [14] => 4.314428927866E-8 [15] => 0.0016838009662229 [16] => 0.016777239981331 [17] => 0.0021612691881425 [18] => 0.019706524266827 [19] => 0.0010506038010633 [20] => 0.0096105176448441 [21] => 0.00025595478127369 [22] => 0.0047563912452758 [23] => 0.001222708576619 [24] => 0.00016365019961034 ) [TotalError] => 1.2398665785599 [SumError] => -3.8649639044763E-15 [SumSquaredError] => 0.10954517185004 [ErrorVariance] => 0.0047628335586974 [StdErr] => 0.069013285378233 [SlopeStdErr] => 0.0076563365882907 [SlopeVal] => [YIntStdErr] => 0.026797178059017 [YIntTVal] => -28.666095771211 [R] => 0.95480239470862 [RSquared] => 0.91164761294132 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 15.405233089513 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.32428245529769 [1] => 0.2718416065365 [2] => 0.35487642251623 [3] => 0.40260524191991 [4] => 0.3982873053574 [5] => 0.32056168019524 [6] => 0.43711609304808 [7] => 0.49954962590515 [8] => 0.45954325828041 [9] => 0.43071988786328 [10] => 0.55376169839 [11] => 0.63377134608256 [12] => 0.59571661994342 [13] => 0.58455736052567 [14] => 0.69844853801533 [15] => 0.75694023604672 [16] => 0.76027166054206 [17] => 0.67641923171836 [18] => 0.76507220110279 [19] => 0.85648721286863 [20] => 0.79539333493129 [21] => 0.81050134776653 [22] => 0.83365699689287 [23] => 0.84110908446815 [24] => 0.79899573444388 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.59441944722633 [SumXX] => 81.25 [SumXY] => 8.1548795733446 [SumYY] => 0.88299581650997 [Slope] => 0.10036774859501 [YInt] => 0.2933162014413 [PredictedY] => Array ( [0] => 0.2933162014413 [1] => 0.31840813859005 [2] => 0.3435000757388 [3] => 0.36859201288755 [4] => 0.39368395003631 [5] => 0.41877588718506 [6] => 0.44386782433381 [7] => 0.46895976148256 [8] => 0.49405169863132 [9] => 0.51914363578007 [10] => 0.54423557292882 [11] => 0.56932751007757 [12] => 0.59441944722633 [13] => 0.61951138437508 [14] => 0.64460332152383 [15] => 0.66969525867258 [16] => 0.69478719582134 [17] => 0.71987913297009 [18] => 0.74497107011884 [19] => 0.77006300726759 [20] => 0.79515494441635 [21] => 0.8202468815651 [22] => 0.84533881871385 [23] => 0.8704307558626 [24] => 0.89552269301136 ) [Error] => Array ( [0] => 0.030966253856395 [1] => -0.046566532053551 [2] => 0.011376346777432 [3] => 0.03401322903236 [4] => 0.0046033553210938 [5] => -0.098214206989823 [6] => -0.0067517312857336 [7] => 0.030589864422584 [8] => -0.034508440350904 [9] => -0.088423747916788 [10] => 0.009526125461182 [11] => 0.064443836004981 [12] => 0.001297172717097 [13] => -0.034954023849405 [14] => 0.053845216491497 [15] => 0.087244977374139 [16] => 0.065484464720726 [17] => -0.04345990125173 [18] => 0.02010113098395 [19] => 0.086424205601036 [20] => 0.0002383905149419 [21] => -0.0097455337985703 [22] => -0.01168182182098 [23] => -0.029321671394451 [24] => -0.096526958567476 ) [SquaredError] => Array ( [0] => 0.00095890887789873 [1] => 0.0021684419074944 [2] => 0.00012942126600038 [3] => 0.0011568997492078 [4] => 2.1190880212243E-5 [5] => 0.0096460304546398 [6] => 4.5585875354754E-5 [7] => 0.00093573980539208 [8] => 0.0011908324554519 [9] => 0.0078187591956516 [10] => 9.0747066302181E-5 [11] => 0.0041530079990368 [12] => 1.6826570579807E-6 [13] => 0.0012217837832648 [14] => 0.0028993073390161 [15] => 0.0076116860770141 [16] => 0.00428821511976 [17] => 0.0018887630168101 [18] => 0.00040405546683389 [19] => 0.0074691433137701 [20] => 5.6830037614264E-8 [21] => 9.4975429019077E-5 [22] => 0.00013646496105713 [23] => 0.00085976041336418 [24] => 0.0093174537302873 ) [TotalError] => 0.88299581650997 [SumError] => 7.7715611723761E-16 [SumSquaredError] => 0.064508913669935 [ErrorVariance] => 0.0028047353769537 [StdErr] => 0.052959752425344 [SlopeStdErr] => 0.0058753570124755 [SlopeVal] => [YIntStdErr] => 0.020563749543664 [YIntTVal] => 14.263750918502 [R] => 0.96277885648657 [RSquared] => 0.92694312649758 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 17.082834010238 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.74472749489669 [1] => -0.75448733218585 [2] => -0.70333480973847 [3] => -0.59859945921846 [4] => -0.73518217699046 [5] => -0.60730304674033 [6] => -0.60380065290426 [7] => -0.47495519296315 [8] => -0.55595520408192 [9] => -0.53760200210104 [10] => -0.43533393574791 [11] => -0.29499204066666 [12] => -0.37571790416433 [13] => -0.35556141053216 [14] => -0.28483264215154 [15] => -0.16685288808721 [16] => -0.22040350874218 [17] => -0.3777859770337 [18] => -0.24033215531037 [19] => -0.080398976215889 [20] => -0.16494389827988 [21] => -0.18842499412941 [22] => -0.1249387366083 [23] => -0.047691990337875 [24] => -0.12436006299583 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.39194073971296 [SumXX] => 81.25 [SumXY] => 9.5766169973838 [SumYY] => 1.2386792650137 [Slope] => 0.11786605535242 [YInt] => -0.74553890577021 [PredictedY] => Array ( [0] => -0.74553890577021 [1] => -0.7160723919321 [2] => -0.686605878094 [3] => -0.65713936425589 [4] => -0.62767285041779 [5] => -0.59820633657968 [6] => -0.56873982274158 [7] => -0.53927330890348 [8] => -0.50980679506537 [9] => -0.48034028122727 [10] => -0.45087376738916 [11] => -0.42140725355106 [12] => -0.39194073971296 [13] => -0.36247422587485 [14] => -0.33300771203675 [15] => -0.30354119819864 [16] => -0.27407468436054 [17] => -0.24460817052244 [18] => -0.21514165668433 [19] => -0.18567514284623 [20] => -0.15620862900812 [21] => -0.12674211517002 [22] => -0.097275601331916 [23] => -0.067809087493812 [24] => -0.038342573655707 ) [Error] => Array ( [0] => 0.00081141087351144 [1] => -0.038414940253749 [2] => -0.016728931644472 [3] => 0.058539905037437 [4] => -0.10750932657267 [5] => -0.0090967101606493 [6] => -0.035060830162683 [7] => 0.064318115940322 [8] => -0.046148409016551 [9] => -0.057261720873775 [10] => 0.015539831641254 [11] => 0.1264152128844 [12] => 0.016222835548625 [13] => 0.0069128153426909 [14] => 0.048175069885206 [15] => 0.13668831011143 [16] => 0.053671175618365 [17] => -0.13317780651127 [18] => -0.025190498626038 [19] => 0.10527616663034 [20] => -0.0087352692717599 [21] => -0.061682878959387 [22] => -0.027663135276384 [23] => 0.020117097155937 [24] => -0.086017489340124 ) [SquaredError] => Array ( [0] => 6.583876056526E-7 [1] => 0.0014757076346991 [2] => 0.0002798571539654 [3] => 0.0034269204817922 [4] => 0.01155825530011 [5] => 8.275013574686E-5 [6] => 0.0012292618116965 [7] => 0.0041368200381127 [8] => 0.0021296756547589 [9] => 0.0032789046774262 [10] => 0.00024148636743852 [11] => 0.015980806048607 [12] => 0.00026318039323772 [13] => 4.7787015962143E-5 [14] => 0.0023208373584445 [15] => 0.018683694121118 [16] => 0.0028805950922573 [17] => 0.017736328147153 [18] => 0.0006345612210284 [19] => 0.011083071260379 [20] => 7.6304929250153E-5 [21] => 0.0038047775567184 [22] => 0.00076524905331953 [23] => 0.0004046975979814 [24] => 0.0073990084723784 ) [TotalError] => 1.2386792650137 [SumError] => -1.6653345369377E-15 [SumSquaredError] => 0.10992119591119 [ErrorVariance] => 0.0047791824309212 [StdErr] => 0.069131631189501 [SlopeStdErr] => 0.0076694658772373 [SlopeVal] => [YIntStdErr] => 0.02684313057033 [YIntTVal] => -27.773917942129 [R] => 0.95459905500625 [RSquared] => 0.91125935581882 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 15.368222147287 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.2718416065365 [1] => 0.35487642251623 [2] => 0.40260524191991 [3] => 0.3982873053574 [4] => 0.32056168019524 [5] => 0.43711609304808 [6] => 0.49954962590515 [7] => 0.45954325828041 [8] => 0.43071988786328 [9] => 0.55376169839 [10] => 0.63377134608256 [11] => 0.59571661994342 [12] => 0.58455736052567 [13] => 0.69844853801533 [14] => 0.75694023604672 [15] => 0.76027166054206 [16] => 0.67641923171836 [17] => 0.76507220110279 [18] => 0.85648721286863 [19] => 0.79539333493129 [20] => 0.81050134776653 [21] => 0.83365699689287 [22] => 0.84110908446815 [23] => 0.79899573444388 [24] => 0.73134697554595 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.61070202803626 [SumXX] => 81.25 [SumXY] => 7.6877169345354 [SumYY] => 0.82214290916764 [Slope] => 0.094618054578897 [YInt] => 0.32684786429957 [PredictedY] => Array ( [0] => 0.32684786429957 [1] => 0.35050237794429 [2] => 0.37415689158902 [3] => 0.39781140523374 [4] => 0.42146591887846 [5] => 0.44512043252319 [6] => 0.46877494616791 [7] => 0.49242945981264 [8] => 0.51608397345736 [9] => 0.53973848710209 [10] => 0.56339300074681 [11] => 0.58704751439153 [12] => 0.61070202803626 [13] => 0.63435654168098 [14] => 0.65801105532571 [15] => 0.68166556897043 [16] => 0.70532008261516 [17] => 0.72897459625988 [18] => 0.7526291099046 [19] => 0.77628362354933 [20] => 0.79993813719405 [21] => 0.82359265083878 [22] => 0.8472471644835 [23] => 0.87090167812822 [24] => 0.89455619177295 ) [Error] => Array ( [0] => -0.055006257763068 [1] => 0.0043740445719428 [2] => 0.0284483503309 [3] => 0.00047590012366161 [4] => -0.10090423868323 [5] => -0.0080043394751094 [6] => 0.030774679737237 [7] => -0.032886201532224 [8] => -0.085364085594079 [9] => 0.014023211287919 [10] => 0.070378345335746 [11] => 0.0086691055518906 [12] => -0.026144667510583 [13] => 0.064091996334347 [14] => 0.098929180721018 [15] => 0.078606091571632 [16] => -0.028900850896795 [17] => 0.036097604842913 [18] => 0.10385810296403 [19] => 0.019109711381961 [20] => 0.010563210572478 [21] => 0.010064346054096 [22] => -0.0061380800153469 [23] => -0.071905943684344 [24] => -0.16320921622699 ) [SquaredError] => Array ( [0] => 0.003025688393097 [1] => 1.9132265917342E-5 [2] => 0.00080930863654959 [3] => 2.2648092770114E-7 [4] => 0.010181665384242 [5] => 6.4069450432795E-5 [6] => 0.00094708091292948 [7] => 0.001081502251218 [8] => 0.0072870271093132 [9] => 0.00019665045482562 [10] => 0.0049531114921975 [11] => 7.515339106982E-5 [12] => 0.00068354363923894 [13] => 0.0041077839941219 [14] => 0.0097869827981318 [15] => 0.0061789176321679 [16] => 0.00083525918255879 [17] => 0.0013030370753951 [18] => 0.010786505551286 [19] => 0.00036518106910187 [20] => 0.0001115814175985 [21] => 0.00010129106149659 [22] => 3.7676026274801E-5 [23] => 0.005170464737136 [24] => 0.02663724826143 ) [TotalError] => 0.82214290916764 [SumError] => -2.4424906541753E-15 [SumSquaredError] => 0.094746088668658 [ErrorVariance] => 0.0041193951595069 [StdErr] => 0.064182514437399 [SlopeStdErr] => 0.0071204106705307 [SlopeVal] => [YIntStdErr] => 0.024921437346858 [YIntTVal] => 13.115128945032 [R] => 0.94061530606465 [RSquared] => 0.88475715400309 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 13.288286161709 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.75448733218585 [1] => -0.70333480973847 [2] => -0.59859945921846 [3] => -0.73518217699046 [4] => -0.60730304674033 [5] => -0.60380065290426 [6] => -0.47495519296315 [7] => -0.55595520408192 [8] => -0.53760200210104 [9] => -0.43533393574791 [10] => -0.29499204066666 [11] => -0.37571790416433 [12] => -0.35556141053216 [13] => -0.28483264215154 [14] => -0.16685288808721 [15] => -0.22040350874218 [16] => -0.3777859770337 [17] => -0.24033215531037 [18] => -0.080398976215889 [19] => -0.16494389827988 [20] => -0.18842499412941 [21] => -0.1249387366083 [22] => -0.047691990337875 [23] => -0.12436006299583 [24] => -0.26520017041115 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.37275964673353 [SumXX] => 81.25 [SumXY] => 8.8102817509421 [SumYY] => 1.1210860840905 [Slope] => 0.10843423693467 [YInt] => -0.69806235753755 [PredictedY] => Array ( [0] => -0.69806235753755 [1] => 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0.15168964017898 [15] => 0.071030460290356 [16] => -0.11346056723484 [17] => -0.0031153047451745 [18] => 0.12970931511564 [19] => 0.018055833817975 [20] => -0.032533821265215 [21] => 0.0038438770222232 [22] => 0.05398206405898 [23] => -0.049794567832644 [24] => -0.21774323448163 ) [SquaredError] => Array ( [0] => 0.0031837777640613 [1] => 0.0010485299015268 [2] => 0.0020471805943938 [3] => 0.014029335796039 [4] => 0.00031240301396451 [5] => 0.0017041285183254 [6] => 0.0036549048626882 [7] => 0.0022707856480828 [8] => 0.003181875825133 [9] => 0.00035161457767701 [10] => 0.01741996751037 [11] => 0.00058323707716976 [12] => 0.00029577932843823 [13] => 0.0036988832945872 [14] => 0.02300974693763 [15] => 0.0050453262890598 [16] => 0.012873300317252 [17] => 9.7051236553067E-6 [18] => 0.016824506427768 [19] => 0.00032601313486234 [20] => 0.001058449526117 [21] => 1.4775390561975E-5 [22] => 0.0029140632400679 [23] => 0.0024794989856398 [24] => 0.047412116162524 ) [TotalError] => 1.1210860840905 [SumError] => 1.942890293094E-16 [SumSquaredError] => 0.16574990524759 [ErrorVariance] => 0.0072065176194606 [StdErr] => 0.084891210495908 [SlopeStdErr] => 0.0094178342239755 [SlopeVal] => [YIntStdErr] => 0.032962419783914 [YIntTVal] => -21.177521617457 [R] => 0.92312100163382 [RSquared] => 0.85215238365744 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 11.513712638796 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.35487642251623 [1] => 0.40260524191991 [2] => 0.3982873053574 [3] => 0.32056168019524 [4] => 0.43711609304808 [5] => 0.49954962590515 [6] => 0.45954325828041 [7] => 0.43071988786328 [8] => 0.55376169839 [9] => 0.63377134608256 [10] => 0.59571661994342 [11] => 0.58455736052567 [12] => 0.69844853801533 [13] => 0.75694023604672 [14] => 0.76027166054206 [15] => 0.67641923171836 [16] => 0.76507220110279 [17] => 0.85648721286863 [18] => 0.79539333493129 [19] => 0.81050134776653 [20] => 0.83365699689287 [21] => 0.84110908446815 [22] => 0.79899573444388 [23] => 0.73134697554595 [24] => 0.78218586649202 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.63111579843448 [SumXX] => 81.25 [SumXY] => 7.1008720800284 [SumYY] => 0.72630518021338 [Slope] => 0.087395348677273 [YInt] => 0.36892975240266 [PredictedY] => Array ( [0] => 0.36892975240266 [1] => 0.39077858957198 [2] => 0.4126274267413 [3] => 0.43447626391061 [4] => 0.45632510107993 [5] => 0.47817393824925 [6] => 0.50002277541857 [7] => 0.52187161258789 [8] => 0.54372044975721 [9] => 0.56556928692652 [10] => 0.58741812409584 [11] => 0.60926696126516 [12] => 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Array ( [0] => 0.00019749608089669 [1] => 0.00013986970575898 [2] => 0.00020563908130483 [3] => 0.012976532383048 [4] => 0.00036898598956781 [5] => 0.00045692002276253 [6] => 0.0016385913077382 [7] => 0.0083086369202701 [8] => 0.00010082667410569 [9] => 0.0046515208731229 [10] => 6.8865033332342E-5 [11] => 0.00061056436870478 [12] => 0.0045336978194626 [13] => 0.010810925487467 [14] => 0.0073031018567528 [15] => 0.00040978221598596 [16] => 0.0021679317487566 [17] => 0.013485533219428 [18] => 0.0011012119349641 [19] => 0.00069926869569381 [20] => 0.00077009031151463 [21] => 0.00017832267938577 [22] => 0.0025612137623593 [23] => 0.019629700133019 [24] => 0.012346760561181 ) [TotalError] => 0.72630518021338 [SumError] => 9.9920072216264E-16 [SumSquaredError] => 0.10572198886658 [ErrorVariance] => 0.0045966082115906 [StdErr] => 0.0677982906244 [SlopeStdErr] => 0.0075215450226179 [SlopeVal] => [YIntStdErr] => 0.026325407579163 [YIntTVal] => 14.014208566126 [R] => 0.92435848768648 [RSquared] => 0.85443861375803 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 11.619334646601 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.70333480973847 [1] => -0.59859945921846 [2] => -0.73518217699046 [3] => -0.60730304674033 [4] => -0.60380065290426 [5] => -0.47495519296315 [6] => -0.55595520408192 [7] => -0.53760200210104 [8] => -0.43533393574791 [9] => -0.29499204066666 [10] => -0.37571790416433 [11] => -0.35556141053216 [12] => -0.28483264215154 [13] => -0.16685288808721 [14] => -0.22040350874218 [15] => -0.3777859770337 [16] => -0.24033215531037 [17] => -0.080398976215889 [18] => -0.16494389827988 [19] => -0.18842499412941 [20] => -0.1249387366083 [21] => -0.047691990337875 [22] => -0.12436006299583 [23] => -0.26520017041115 [24] => -0.16749108729376 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.34927979693785 [SumXX] => 81.25 [SumXY] => 8.1854724515414 [SumYY] => 1.0037226560835 [Slope] => 0.10074427632666 [YInt] => -0.65151262591784 [PredictedY] => Array ( [0] => -0.65151262591784 [1] => -0.62632655683617 [2] => -0.60114048775451 [3] => -0.57595441867284 [4] => -0.55076834959118 [5] => -0.52558228050951 [6] => -0.50039621142785 [7] => -0.47521014234618 [8] => -0.45002407326451 [9] => -0.42483800418285 [10] => -0.39965193510118 [11] => -0.37446586601952 [12] => -0.34927979693785 [13] => -0.32409372785619 [14] => -0.29890765877452 [15] => -0.27372158969285 [16] => -0.24853552061119 [17] => -0.22334945152952 [18] => -0.19816338244786 [19] => -0.17297731336619 [20] => -0.14779124428453 [21] => -0.12260517520286 [22] => -0.097419106121194 [23] => -0.072233037039528 [24] => -0.047046967957862 ) [Error] => Array ( [0] => -0.051822183820628 [1] => 0.027727097617719 [2] => -0.13404168923595 [3] => -0.031348628067491 [4] => -0.053032303313086 [5] => 0.050627087546357 [6] => -0.055558992654077 [7] => -0.062391859754864 [8] => 0.014690137516604 [9] => 0.12984596351618 [10] => 0.023934030936851 [11] => 0.018904455487356 [12] => 0.064447154786309 [13] => 0.15724083976897 [14] => 0.078504150032345 [15] => -0.10406438734085 [16] => 0.0082033653008189 [17] => 0.14295047531363 [18] => 0.033219484167973 [19] => -0.015447680763215 [20] => 0.022852507676225 [21] => 0.074913184864985 [22] => -0.026940956874638 [23] => -0.19296713337162 [24] => -0.1204441193359 ) [SquaredError] => Array ( [0] => 0.002685538735939 [1] => 0.00076879194230253 [2] => 0.017967174453228 [3] => 0.00098273648171387 [4] => 0.0028124251946911 [5] => 0.0025631019934265 [6] => 0.0030868016647358 [7] => 0.0038927441636706 [8] => 0.00021580014025674 [9] => 0.016859974241446 [10] => 0.00057283783688616 [11] => 0.00035737843727342 [12] => 0.0041534357600505 [13] => 0.024724681691251 [14] => 0.0061629015723009 [15] => 0.010829396712627 [16] => 6.729520225868E-5 [17] => 0.020434838392394 [18] => 0.0011035341283862 [19] => 0.00023863084096222 [20] => 0.00052223710709194 [21] => 0.0056119852666154 [22] => 0.00072581515732109 [23] => 0.037236314561662 [24] => 0.014506785882601 ) [TotalError] => 1.0037226560835 [SumError] => 3.6359804056474E-15 [SumSquaredError] => 0.17908315756109 [ErrorVariance] => 0.0077862242417866 [StdErr] => 0.088239584324648 [SlopeStdErr] => 0.0097893029479429 [SlopeVal] => [YIntStdErr] => 0.0342625603178 [YIntTVal] => -19.01529307427 [R] => 0.90641107389793 [RSquared] => 0.8215810348848 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 10.291261478207 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.40260524191991 [1] => 0.3982873053574 [2] => 0.32056168019524 [3] => 0.43711609304808 [4] => 0.49954962590515 [5] => 0.45954325828041 [6] => 0.43071988786328 [7] => 0.55376169839 [8] => 0.63377134608256 [9] => 0.59571661994342 [10] => 0.58455736052567 [11] => 0.69844853801533 [12] => 0.75694023604672 [13] => 0.76027166054206 [14] => 0.67641923171836 [15] => 0.76507220110279 [16] => 0.85648721286863 [17] => 0.79539333493129 [18] => 0.81050134776653 [19] => 0.83365699689287 [20] => 0.84110908446815 [21] => 0.79899573444388 [22] => 0.73134697554595 [23] => 0.78218586649202 [24] => 0.83739902434202 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.65041670250751 [SumXX] => 81.25 [SumXY] => 6.8219437860168 [SumYY] => 0.6832366342456 [Slope] => 0.083962385058668 [YInt] => 0.39852954733151 [PredictedY] => Array ( [0] => 0.39852954733151 [1] => 0.41952014359617 [2] => 0.44051073986084 [3] => 0.46150133612551 [4] => 0.48249193239017 [5] => 0.50348252865484 [6] => 0.52447312491951 [7] => 0.54546372118417 [8] => 0.56645431744884 [9] => 0.58744491371351 [10] => 0.60843550997818 [11] => 0.62942610624284 [12] => 0.65041670250751 [13] => 0.67140729877218 [14] => 0.69239789503684 [15] => 0.71338849130151 [16] => 0.73437908756618 [17] => 0.75536968383085 [18] => 0.77636028009551 [19] => 0.79735087636018 [20] => 0.81834147262485 [21] => 0.83933206888951 [22] => 0.86032266515418 [23] => 0.88131326141885 [24] => 0.90230385768351 ) [Error] => Array ( [0] => 0.004075694588409 [1] => -0.021232838238772 [2] => -0.1199490596656 [3] => -0.024385243077428 [4] => 0.017057693514975 [5] => -0.043939270374428 [6] => -0.093753237056226 [7] => 0.0082979772058294 [8] => 0.067317028633713 [9] => 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[21] => 0.0016270198765099 [22] => 0.016634728509917 [23] => 0.00982624042498 [24] => 0.0042126373910869 ) [TotalError] => 0.6832366342456 [SumError] => -8.3266726846887E-16 [SumSquaredError] => 0.11044996323547 [ErrorVariance] => 0.0048021723145855 [StdErr] => 0.069297707859535 [SlopeStdErr] => 0.0076878904295286 [SlopeVal] => [YIntStdErr] => 0.02690761650335 [YIntTVal] => 14.811031191926 [R] => 0.91561074220632 [RSquared] => 0.8383430312436 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 10.921381597242 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.59859945921846 [1] => -0.73518217699046 [2] => -0.60730304674033 [3] => -0.60380065290426 [4] => -0.47495519296315 [5] => -0.55595520408192 [6] => -0.53760200210104 [7] => -0.43533393574791 [8] => -0.29499204066666 [9] => -0.37571790416433 [10] => -0.35556141053216 [11] => -0.28483264215154 [12] => -0.16685288808721 [13] => -0.22040350874218 [14] => -0.3777859770337 [15] => -0.24033215531037 [16] => -0.080398976215889 [17] => -0.16494389827988 [18] => -0.18842499412941 [19] => -0.1249387366083 [20] => -0.047691990337875 [21] => -0.12436006299583 [22] => -0.26520017041115 [23] => -0.16749108729376 [24] => -0.051587034221399 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.32320988591717 [SumXX] => 81.25 [SumXY] => 7.9278719480887 [SumYY] => 0.94999767845232 [Slope] => 0.097573808591861 [YInt] => -0.61593131169275 [PredictedY] => Array ( [0] => -0.61593131169275 [1] => -0.59153785954479 [2] => -0.56714440739682 [3] => -0.54275095524886 [4] => -0.51835750310089 [5] => -0.49396405095293 [6] => 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0.027516984273111 [20] => 0.080370278395571 [21] => -0.020691246410351 [22] => -0.18592480597364 [23] => -0.11260917500421 [24] => -0.021098574079814 ) [SquaredError] => Array ( [0] => 0.00030039311019078 [1] => 0.020633689934434 [2] => 0.0016127163139223 [3] => 0.0037270655838166 [4] => 0.0018837605252923 [5] => 0.0038429030662629 [6] => 0.0046282718344344 [7] => 9.6888801000721E-5 [8] => 0.015823540176398 [9] => 0.0004273455665201 [10] => 0.00027012170525658 [11] => 0.0039401602654766 [12] => 0.024447510770396 [13] => 0.0061485868112943 [14] => 0.010683908820638 [15] => 9.403906565534E-5 [16] => 0.021093815538667 [17] => 0.0013175975743763 [18] => 0.0001339996341399 [19] => 0.00075718442348666 [20] => 0.0064593816493816 [21] => 0.00042812767801386 [22] => 0.034568033476335 [23] => 0.01268082629513 [24] => 0.00044514982820141 ) [TotalError] => 0.94999767845232 [SumError] => -1.2490009027033E-16 [SumSquaredError] => 0.17644501844872 [ErrorVariance] => 0.0076715225412487 [StdErr] => 0.08758722818567 [SlopeStdErr] => 0.0097169305322831 [SlopeVal] => [YIntStdErr] => 0.034009256862991 [YIntTVal] => -18.110695984158 [R] => 0.9023679669365 [RSquared] => 0.81426794775312 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 10.04162870854 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.3982873053574 [1] => 0.32056168019524 [2] => 0.43711609304808 [3] => 0.49954962590515 [4] => 0.45954325828041 [5] => 0.43071988786328 [6] => 0.55376169839 [7] => 0.63377134608256 [8] => 0.59571661994342 [9] => 0.58455736052567 [10] => 0.69844853801533 [11] => 0.75694023604672 [12] => 0.76027166054206 [13] => 0.67641923171836 [14] => 0.76507220110279 [15] => 0.85648721286863 [16] => 0.79539333493129 [17] => 0.81050134776653 [18] => 0.83365699689287 [19] => 0.84110908446815 [20] => 0.79899573444388 [21] => 0.73134697554595 [22] => 0.78218586649202 [23] => 0.83739902434202 [24] => 0.79225157190326 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.66600255570684 [SumXX] => 81.25 [SumXY] => 6.4420611472944 [SumYY] => 0.63587027392477 [Slope] => 0.079286906428238 [YInt] => 0.42814183642213 [PredictedY] => Array ( [0] => 0.42814183642213 [1] => 0.44796356302919 [2] => 0.46778528963625 [3] => 0.48760701624331 [4] => 0.50742874285037 [5] => 0.52725046945743 [6] => 0.54707219606449 [7] => 0.56689392267155 [8] => 0.58671564927861 [9] => 0.60653737588567 [10] => 0.62635910249272 [11] => 0.64618082909978 [12] => 0.66600255570684 [13] => 0.6858242823139 [14] => 0.70564600892096 [15] => 0.72546773552802 [16] => 0.74528946213508 [17] => 0.76511118874214 [18] => 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[SlopeTVal] => 9.6905818465775 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.73518217699046 [1] => -0.60730304674033 [2] => -0.60380065290426 [3] => -0.47495519296315 [4] => -0.55595520408192 [5] => -0.53760200210104 [6] => -0.43533393574791 [7] => -0.29499204066666 [8] => -0.37571790416433 [9] => -0.35556141053216 [10] => -0.28483264215154 [11] => -0.16685288808721 [12] => -0.22040350874218 [13] => -0.3777859770337 [14] => -0.24033215531037 [15] => -0.080398976215889 [16] => -0.16494389827988 [17] => -0.18842499412941 [18] => -0.1249387366083 [19] => -0.047691990337875 [20] => -0.12436006299583 [21] => -0.26520017041115 [22] => -0.16749108729376 [23] => -0.051587034221399 [24] => -0.10457745396059 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.30344900570685 [SumXX] => 81.25 [SumXY] => 7.6887531307293 [SumYY] => 0.91219609200534 [Slope] => 0.094630807762822 [YInt] => -0.58734142899532 [PredictedY] => Array ( [0] => -0.58734142899532 [1] => -0.56368372705461 [2] => -0.54002602511391 [3] => -0.5163683231732 [4] => -0.4927106212325 [5] => -0.46905291929179 [6] => -0.44539521735109 [7] => -0.42173751541038 [8] => -0.39807981346968 [9] => -0.37442211152897 [10] => -0.35076440958826 [11] => -0.32710670764756 [12] => -0.30344900570685 [13] => -0.27979130376615 [14] => -0.25613360182544 [15] => -0.23247589988474 [16] => -0.20881819794403 [17] => -0.18516049600333 [18] => -0.16150279406262 [19] => -0.13784509212192 [20] => -0.11418739018121 [21] => -0.090529688240505 [22] => -0.0668719862998 [23] => -0.043214284359094 [24] => -0.019556582418389 ) [Error] => Array ( [0] => -0.14784074799514 [1] => -0.04361931968572 [2] => 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3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.32056168019524 [1] => 0.43711609304808 [2] => 0.49954962590515 [3] => 0.45954325828041 [4] => 0.43071988786328 [5] => 0.55376169839 [6] => 0.63377134608256 [7] => 0.59571661994342 [8] => 0.58455736052567 [9] => 0.69844853801533 [10] => 0.75694023604672 [11] => 0.76027166054206 [12] => 0.67641923171836 [13] => 0.76507220110279 [14] => 0.85648721286863 [15] => 0.79539333493129 [16] => 0.81050134776653 [17] => 0.83365699689287 [18] => 0.84110908446815 [19] => 0.79899573444388 [20] => 0.73134697554595 [21] => 0.78218586649202 [22] => 0.83739902434202 [23] => 0.79225157190326 [24] => 0.72164576628975 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.67893689414414 [SumXX] => 81.25 [SumXY] => 5.7389162154074 [SumYY] => 0.56311255776882 [Slope] => 0.07063281495886 [YInt] => 0.46703844926756 [PredictedY] => Array ( [0] => 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0.14223391124506 [15] => 0.063481829568007 [16] => 0.060931638663532 [17] => 0.066429084050159 [18] => 0.056222967885726 [19] => -0.0035485858782617 [20] => -0.088855548515903 [21] => -0.055674861309557 [22] => -0.018119907199265 [23] => -0.080925563377739 [24] => -0.16918957273097 ) [SquaredError] => Array ( [0] => 0.021455443877866 [1] => 0.0022639096860305 [2] => 7.8693200760034E-6 [3] => 0.0036565969788678 [4] => 0.011438596905969 [5] => 2.4579014438337E-6 [6] => 0.0036946550707336 [7] => 2.5712449762593E-5 [8] => 0.00056390664709834 [9] => 0.0052542571770213 [10] => 0.012841365600003 [11] => 0.0097996081366718 [12] => 6.3386240901738E-6 [13] => 0.0046891136652572 [14] => 0.020230485508068 [15] => 0.0040299426853014 [16] => 0.0037126645902232 [17] => 0.0044128232077431 [18] => 0.0031610221178794 [19] => 1.2592461735398E-5 [20] => 0.007895308502062 [21] => 0.0030996901818384 [22] => 0.00032833103690999 [23] => 0.0065489468080044 [24] => 0.028625111520889 ) [TotalError] => 0.56311255776882 [SumError] => 1.720845688169E-15 [SumSquaredError] => 0.15775675066155 [ErrorVariance] => 0.0068589891591976 [StdErr] => 0.082819014478546 [SlopeStdErr] => 0.0091879447164859 [SlopeVal] => [YIntStdErr] => 0.032157806507701 [YIntTVal] => 14.523330412966 [R] => 0.84843894114873 [RSquared] => 0.71984863685759 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 7.6875533254051 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.60730304674033 [1] => -0.60380065290426 [2] => -0.47495519296315 [3] => -0.55595520408192 [4] => -0.53760200210104 [5] => -0.43533393574791 [6] => -0.29499204066666 [7] => -0.37571790416433 [8] => -0.35556141053216 [9] => -0.28483264215154 [10] => -0.16685288808721 [11] => -0.22040350874218 [12] => -0.3777859770337 [13] => -0.24033215531037 [14] => -0.080398976215889 [15] => -0.16494389827988 [16] => -0.18842499412941 [17] => -0.1249387366083 [18] => -0.047691990337875 [19] => -0.12436006299583 [20] => -0.26520017041115 [21] => -0.16749108729376 [22] => -0.051587034221399 [23] => -0.10457745396059 [24] => -0.20273245916928 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.28215101699401 [SumXX] => 81.25 [SumXY] => 6.5877699636703 [SumYY] => 0.72460627548488 [Slope] => 0.081080245706711 [YInt] => -0.52539175411414 [PredictedY] => Array ( [0] => -0.52539175411414 [1] => -0.50512169268746 [2] => -0.48485163126078 [3] => -0.46458156983411 [4] => -0.44431150840743 [5] => -0.42404144698075 [6] => -0.40377138555407 [7] => -0.3835013241274 [8] => -0.36323126270072 [9] => -0.34296120127404 [10] => -0.32269113984736 [11] => -0.30242107842068 [12] => -0.28215101699401 [13] => -0.26188095556733 [14] => -0.24161089414065 [15] => -0.22134083271397 [16] => -0.2010707712873 [17] => -0.18080070986062 [18] => -0.16053064843394 [19] => -0.14026058700726 [20] => -0.11999052558059 [21] => -0.099720464153907 [22] => -0.07945040272723 [23] => -0.059180341300552 [24] => -0.038910279873874 ) [Error] => Array ( [0] => -0.081911292626195 [1] => -0.098678960216802 [2] => 0.0098964382976292 [3] => -0.091373634247817 [4] => -0.093290493693615 [5] => -0.01129248876716 [6] => 0.10877934488741 [7] => 0.0077834199630637 [8] => 0.0076698521685563 [9] => 0.058128559122498 [10] => 0.15583825176015 [11] => 0.082017569678509 [12] => -0.095634960039698 [13] => 0.02154880025696 [14] => 0.16121191792476 [15] => 0.05639693443409 [16] => 0.012645777157889 [17] => 0.055861973252318 [18] => 0.11283865809607 [19] => 0.015900524011431 [20] => -0.14520964483057 [21] => -0.067770623139856 [22] => 0.027863368505831 [23] => -0.04539711266004 [24] => -0.16382217929541 ) [SquaredError] => Array ( [0] => 0.0067094598596941 [1] => 0.0097375371894692 [2] => 9.7939490978782E-5 [3] => 0.0083491410356539 [4] => 0.0087031162135985 [5] => 0.00012752030255643 [6] => 0.011832945874134 [7] => 6.0581626321418E-5 [8] => 5.8826632287507E-5 [9] => 0.0033789293856577 [10] => 0.024285560711659 [11] => 0.0067268817359691 [12] => 0.0091460455817946 [13] => 0.00046435079251434 [14] => 0.02598928248098 [15] => 0.003180614213563 [16] => 0.000159915679927 [17] => 0.0031205600556427 [18] => 0.012732562760921 [19] => 0.0002528266638381 [20] => 0.02108584095182 [21] => 0.0045928573607644 [22] => 0.00077636730449172 [23] => 0.0020608978378684 [24] => 0.026837706429097 ) [TotalError] => 0.72460627548488 [SumError] => -6.6613381477509E-16 [SumSquaredError] => 0.1904682681712 [ErrorVariance] => 0.0082812290509218 [StdErr] => 0.091001258512846 [SlopeStdErr] => 0.010095683190764 [SlopeVal] => [YIntStdErr] => 0.035334891167673 [YIntTVal] => -14.868922381026 [R] => 0.85856997252391 [RSquared] => 0.73714239771972 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 8.0311796809243 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.43711609304808 [1] => 0.49954962590515 [2] => 0.45954325828041 [3] => 0.43071988786328 [4] => 0.55376169839 [5] => 0.63377134608256 [6] => 0.59571661994342 [7] => 0.58455736052567 [8] => 0.69844853801533 [9] => 0.75694023604672 [10] => 0.76027166054206 [11] => 0.67641923171836 [12] => 0.76507220110279 [13] => 0.85648721286863 [14] => 0.79539333493129 [15] => 0.81050134776653 [16] => 0.83365699689287 [17] => 0.84110908446815 [18] => 0.79899573444388 [19] => 0.73134697554595 [20] => 0.78218586649202 [21] => 0.83739902434202 [22] => 0.79225157190326 [23] => 0.72164576628975 [24] => 0.8132473008976 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.69864431897223 [SumXX] => 81.25 [SumXY] => 4.9771279903339 [SumYY] => 0.4430094843243 [Slope] => 0.061256959881032 [YInt] => 0.51487343932914 [PredictedY] => Array ( [0] => 0.51487343932914 [1] => 0.53018767929939 [2] => 0.54550191926965 [3] => 0.56081615923991 [4] => 0.57613039921017 [5] => 0.59144463918043 [6] => 0.60675887915068 [7] => 0.62207311912094 [8] => 0.6373873590912 [9] => 0.65270159906146 [10] => 0.66801583903172 [11] => 0.68333007900197 [12] => 0.69864431897223 [13] => 0.71395855894249 [14] => 0.72927279891275 [15] => 0.74458703888301 [16] => 0.75990127885326 [17] => 0.77521551882352 [18] => 0.79052975879378 [19] => 0.80584399876404 [20] => 0.8211582387343 [21] => 0.83647247870455 [22] => 0.85178671867481 [23] => 0.86710095864507 [24] => 0.88241519861533 ) [Error] => Array ( [0] => -0.077757346281058 [1] => -0.030638053394246 [2] => -0.08595866098924 [3] => -0.13009627137663 [4] => -0.022368700820164 [5] => 0.042326706902129 [6] => -0.01104225920726 [7] => -0.037515758595268 [8] => 0.061061178924128 [9] => 0.10423863698527 [10] => 0.092255821510347 [11] => -0.0069108472836146 [12] => 0.066427882130559 [13] => 0.14252865392614 [14] => 0.066120536018541 [15] => 0.065914308883523 [16] => 0.073755718039608 [17] => 0.065893565644631 [18] => 0.0084659756501008 [19] => -0.074497023218084 [20] => -0.03897237224228 [21] => 0.00092654563746786 [22] => -0.059535146771548 [23] => -0.14545519235532 [24] => -0.069167897717724 ) [SquaredError] => Array ( [0] => 0.0060462049006723 [1] => 0.00093869031578865 [2] => 0.007388891399063 [3] => 0.016925039826101 [4] => 0.00050035877638201 [5] => 0.0017915501171787 [6] => 0.00012193148840033 [7] => 0.0014074321429784 [8] => 0.0037284675716044 [9] => 0.010865693440546 [10] => 0.0085111366025489 [11] => 4.7759810177443E-5 [12] => 0.0044126635243515 [13] => 0.020314417189997 [14] => 0.0043719252833792 [15] => 0.0043446961155925 [16] => 0.0054399059435381 [17] => 0.0043419619933633 [18] => 7.1672743708099E-5 [19] => 0.0055498064683557 [20] => 0.0015188457981909 [21] => 8.5848681831072E-7 [22] => 0.0035444337011098 [23] => 0.021157212983124 [24] => 0.0047841980746895 ) [TotalError] => 0.4430094843243 [SumError] => 1.0547118733939E-15 [SumSquaredError] => 0.13812575469766 [ErrorVariance] => 0.0060054675955504 [StdErr] => 0.07749495206496 [SlopeStdErr] => 0.0085972930233796 [SlopeVal] => [YIntStdErr] => 0.030090525581829 [YIntTVal] => 17.110815759232 [R] => 0.82958446779167 [RSquared] => 0.68821038920118 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 7.12514505606 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.60380065290426 [1] => -0.47495519296315 [2] => -0.55595520408192 [3] => -0.53760200210104 [4] => -0.43533393574791 [5] => -0.29499204066666 [6] => -0.37571790416433 [7] => -0.35556141053216 [8] => -0.28483264215154 [9] => -0.16685288808721 [10] => -0.22040350874218 [11] => -0.3777859770337 [12] => -0.24033215531037 [13] => -0.080398976215889 [14] => -0.16494389827988 [15] => -0.18842499412941 [16] => -0.1249387366083 [17] => -0.047691990337875 [18] => -0.12436006299583 [19] => -0.26520017041115 [20] => -0.16749108729376 [21] => -0.051587034221399 [22] => -0.10457745396059 [23] => -0.20273245916928 [24] => -0.11747546204512 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.2625579136062 [SumXX] => 81.25 [SumXY] => 6.0250525318414 [SumYY] => 0.63640322892531 [Slope] => 0.074154492699586 [YInt] => -0.48502139170496 [PredictedY] => Array ( [0] => -0.48502139170496 [1] => -0.46648276853006 [2] => -0.44794414535516 [3] => -0.42940552218027 [4] => -0.41086689900537 [5] => -0.39232827583047 [6] => -0.37378965265558 [7] => -0.35525102948068 [8] => -0.33671240630578 [9] => -0.31817378313089 [10] => -0.29963515995599 [11] => -0.28109653678109 [12] => -0.2625579136062 [13] => -0.2440192904313 [14] => -0.22548066725641 [15] => -0.20694204408151 [16] => -0.18840342090661 [17] => -0.16986479773172 [18] => -0.15132617455682 [19] => -0.13278755138192 [20] => -0.11424892820703 [21] => -0.09571030503213 [22] => -0.077171681857233 [23] => -0.058633058682337 [24] => -0.040094435507441 ) [Error] => Array ( [0] => -0.11877926119931 [1] => -0.0084724244330953 [2] => -0.10801105872676 [3] => -0.10819647992078 [4] => -0.024467036742541 [5] => 0.097336235163809 [6] => -0.0019282515087546 [7] => -0.00031038105148085 [8] => 0.051879764154242 [9] => 0.15132089504367 [10] => 0.079231651213816 [11] => -0.09668944025261 [12] => 0.022225758295829 [13] => 0.16362031421541 [14] => 0.060536768976522 [15] => 0.018517049952102 [16] => 0.063464684298312 [17] => 0.12217280739384 [18] => 0.026966111560988 [19] => -0.13241261902923 [20] => -0.053242159086737 [21] => 0.044123270810731 [22] => -0.027405772103359 [23] => -0.14409940048695 [24] => -0.077381026537679 ) [SquaredError] => Array ( [0] => 0.014108512891053 [1] => 7.178197577451E-5 [2] => 0.011666388807276 [3] => 0.011706478267247 [4] => 0.00059863588696083 [5] => 0.0094743426758644 [6] => 3.7181538810146E-6 [7] => 9.6336397118355E-8 [8] => 0.0026915099286998 [9] => 0.022898013276818 [10] => 0.0062776545540677 [11] => 0.009348847856363 [12] => 0.0004939843318246 [13] => 0.02677160722395 [14] => 0.0036647003981167 [15] => 0.00034288113892865 [16] => 0.0040277661530845 [17] => 0.014926194866493 [18] => 0.00072717117271964 [19] => 0.01753310167818 [20] => 0.0028347275042174 [21] => 0.0019468630270371 [22] => 0.00075107634458123 [23] => 0.020764637220697 [24] => 0.005987823268025 ) [TotalError] => 0.63640322892531 [SumError] => -1.2906342661267E-15 [SumSquaredError] => 0.18961851493826 [ErrorVariance] => 0.0082442832581851 [StdErr] => 0.090798035541443 [SlopeStdErr] => 0.010073137626341 [SlopeVal] => [YIntStdErr] => 0.035255981692193 [YIntTVal] => -13.757137609711 [R] => 0.83788220275094 [RSquared] => 0.70204658568677 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 7.36160821487 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.49954962590515 [1] => 0.45954325828041 [2] => 0.43071988786328 [3] => 0.55376169839 [4] => 0.63377134608256 [5] => 0.59571661994342 [6] => 0.58455736052567 [7] => 0.69844853801533 [8] => 0.75694023604672 [9] => 0.76027166054206 [10] => 0.67641923171836 [11] => 0.76507220110279 [12] => 0.85648721286863 [13] => 0.79539333493129 [14] => 0.81050134776653 [15] => 0.83365699689287 [16] => 0.84110908446815 [17] => 0.79899573444388 [18] => 0.73134697554595 [19] => 0.78218586649202 [20] => 0.83739902434202 [21] => 0.79225157190326 [22] => 0.72164576628975 [23] => 0.8132473008976 [24] => 0.86616914763377 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.71580644115566 [SumXX] => 81.25 [SumXY] => 4.629735742065 [SumYY] => 0.39531357864137 [Slope] => 0.056981362979261 [YInt] => 0.54486235221788 [PredictedY] => Array ( [0] => 0.54486235221788 [1] => 0.55910769296269 [2] => 0.57335303370751 [3] => 0.58759837445232 [4] => 0.60184371519714 [5] => 0.61608905594195 [6] => 0.63033439668677 [7] => 0.64457973743158 [8] => 0.6588250781764 [9] => 0.67307041892121 [10] => 0.68731575966603 [11] => 0.70156110041084 [12] => 0.71580644115566 [13] => 0.73005178190048 [14] => 0.74429712264529 [15] => 0.75854246339011 [16] => 0.77278780413492 [17] => 0.78703314487974 [18] => 0.80127848562455 [19] => 0.81552382636937 [20] => 0.82976916711418 [21] => 0.844014507859 [22] => 0.85825984860381 [23] => 0.87250518934863 [24] => 0.88675053009344 ) [Error] => Array ( [0] => -0.045312726312728 [1] => -0.099564434682279 [2] => -0.14263314584423 [3] => -0.033836676062318 [4] => 0.031927630885418 [5] => -0.020372435998529 [6] => -0.045777036161094 [7] => 0.053868800583745 [8] => 0.098115157870325 [9] => 0.087201241620849 [10] => -0.01089652794767 [11] => 0.063511100691947 [12] => 0.14068077171297 [13] => 0.065341553030814 [14] => 0.066204225121239 [15] => 0.075114533502766 [16] => 0.068321280333233 [17] => 0.011962589564145 [18] => -0.069931510078597 [19] => -0.033337959877351 [20] => 0.0076298572278402 [21] => -0.051762935955733 [22] => -0.13661408231407 [23] => -0.059257888451023 [24] => -0.020581382459673 ) [SquaredError] => Array ( [0] => 0.0020532431658922 [1] => 0.0099130766536019 [2] => 0.02034421429342 [3] => 0.0011449206469463 [4] => 0.0010193736139555 [5] => 0.00041503614851416 [6] => 0.0020955370396941 [7] => 0.0029018476763313 [8] => 0.0096265842039188 [9] => 0.0076040565402177 [10] => 0.00011873432131434 [11] => 0.0040336599111026 [12] => 0.019791079529757 [13] => 0.0042695185524787 [14] => 0.0043829994239037 [15] => 0.0056421931433382 [16] => 0.0046677973463722 [17] => 0.00014310354908018 [18] => 0.0048904161018729 [19] => 0.0011114195687839 [20] => 5.8214721317225E-5 [21] => 0.0026794015387574 [22] => 0.018663407486515 [23] => 0.0035114973436739 [24] => 0.00042359330395133 ) [TotalError] => 0.39531357864137 [SumError] => 4.6074255521944E-15 [SumSquaredError] => 0.13150492582471 [ErrorVariance] => 0.0057176054706396 [StdErr] => 0.075614849537902 [SlopeStdErr] => 0.0083887143752431 [SlopeVal] => [YIntStdErr] => 0.029360500313351 [YIntTVal] => 18.557665789166 [R] => 0.81690894581975 [RSquared] => 0.66734022576034 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 6.7926216617204 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.47495519296315 [1] => -0.55595520408192 [2] => -0.53760200210104 [3] => -0.43533393574791 [4] => -0.29499204066666 [5] => -0.37571790416433 [6] => -0.35556141053216 [7] => -0.28483264215154 [8] => -0.16685288808721 [9] => -0.22040350874218 [10] => -0.3777859770337 [11] => -0.24033215531037 [12] => -0.080398976215889 [13] => -0.16494389827988 [14] => -0.18842499412941 [15] => -0.1249387366083 [16] => -0.047691990337875 [17] => -0.12436006299583 [18] => -0.26520017041115 [19] => -0.16749108729376 [20] => -0.051587034221399 [21] => -0.10457745396059 [22] => -0.20273245916928 [23] => -0.11747546204512 [24] => 0.010299956639812 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.23799388922444 [SumXX] => 81.25 [SumXY] => 5.7345872398607 [SumYY] => 0.57932325681115 [Slope] => 0.070579535259824 [YInt] => -0.44973249500391 [PredictedY] => Array ( [0] => -0.44973249500391 [1] => -0.43208761118895 [2] => -0.41444272737399 [3] => -0.39679784355904 [4] => -0.37915295974408 [5] => -0.36150807592913 [6] => -0.34386319211417 [7] => -0.32621830829921 [8] => -0.30857342448426 [9] => -0.2909285406693 [10] => -0.27328365685435 [11] => -0.25563877303939 [12] => -0.23799388922444 [13] => -0.22034900540948 [14] => -0.20270412159452 [15] => -0.18505923777957 [16] => -0.16741435396461 [17] => -0.14976947014966 [18] => -0.1321245863347 [19] => -0.11447970251974 [20] => -0.096834818704788 [21] => -0.079189934889832 [22] => -0.061545051074876 [23] => -0.04390016725992 [24] => -0.026255283444964 ) [Error] => Array ( [0] => -0.025222697959248 [1] => -0.12386759289297 [2] => -0.12315927472705 [3] => -0.038536092188872 [4] => 0.084160919077419 [5] => -0.014209828235205 [6] => -0.011698218417991 [7] => 0.041385666147673 [8] => 0.14172053639704 [9] => 0.070525031927128 [10] => -0.10450232017936 [11] => 0.015306617729022 [12] => 0.15759491300855 [13] => 0.055405107129596 [14] => 0.014279127465117 [15] => 0.060120501171268 [16] => 0.11972236362674 [17] => 0.025409407153824 [18] => -0.13307558407645 [19] => -0.05301138477402 [20] => 0.045247784483389 [21] => -0.02538751907076 [22] => -0.14118740809441 [23] => -0.073575294785199 [24] => 0.036555240084776 ) [SquaredError] => Array ( [0] => 0.00063618449234348 [1] => 0.015343180569099 [2] => 0.015168206951293 [3] => 0.0014850304011893 [4] => 0.0070830602999558 [5] => 0.00020191921847403 [6] => 0.00013684831415502 [7] => 0.0017127733624866 [8] => 0.020084710436666 [9] => 0.0049737801283224 [10] => 0.010920734922869 [11] => 0.0002342925463024 [12] => 0.024836156606171 [13] => 0.003069725896042 [14] => 0.00020389348116505 [15] => 0.0036144746610844 [16] => 0.014333444352373 [17] => 0.00064563797190881 [18] => 0.017709111077289 [19] => 0.0028102069156592 [20] => 0.0020473620006552 [21] => 0.0006445261245682 [22] => 0.019933884204417 [23] => 0.005413324002729 [24] => 0.0013362855776556 ) [TotalError] => 0.57932325681115 [SumError] => 7.9797279894933E-16 [SumSquaredError] => 0.17457875451487 [ErrorVariance] => 0.0075903806310814 [StdErr] => 0.087122790537732 [SlopeStdErr] => 0.0096654058013938 [SlopeVal] => [YIntStdErr] => 0.033828920304878 [YIntTVal] => -13.294320095077 [R] => 0.83585317685093 [RSquared] => 0.6986505332518 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 7.3022837023196 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.45954325828041 [1] => 0.43071988786328 [2] => 0.55376169839 [3] => 0.63377134608256 [4] => 0.59571661994342 [5] => 0.58455736052567 [6] => 0.69844853801533 [7] => 0.75694023604672 [8] => 0.76027166054206 [9] => 0.67641923171836 [10] => 0.76507220110279 [11] => 0.85648721286863 [12] => 0.79539333493129 [13] => 0.81050134776653 [14] => 0.83365699689287 [15] => 0.84110908446815 [16] => 0.79899573444388 [17] => 0.73134697554595 [18] => 0.78218586649202 [19] => 0.83739902434202 [20] => 0.79225157190326 [21] => 0.72164576628975 [22] => 0.8132473008976 [23] => 0.86616914763377 [24] => 0.83435711271841 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.72919874062819 [SumXX] => 81.25 [SumXY] => 4.282553107189 [SumYY] => 0.35811698809801 [Slope] => 0.052708345934634 [YInt] => 0.57107370282429 [PredictedY] => Array ( [0] => 0.57107370282429 [1] => 0.58425078930795 [2] => 0.5974278757916 [3] => 0.61060496227526 [4] => 0.62378204875892 [5] => 0.63695913524258 [6] => 0.65013622172624 [7] => 0.6633133082099 [8] => 0.67649039469356 [9] => 0.68966748117721 [10] => 0.70284456766087 [11] => 0.71602165414453 [12] => 0.72919874062819 [13] => 0.74237582711185 [14] => 0.75555291359551 [15] => 0.76873000007917 [16] => 0.78190708656282 [17] => 0.79508417304648 [18] => 0.80826125953014 [19] => 0.8214383460138 [20] => 0.83461543249746 [21] => 0.84779251898112 [22] => 0.86096960546478 [23] => 0.87414669194843 [24] => 0.88732377843209 ) [Error] => Array ( [0] => -0.11153044454387 [1] => -0.15353090144466 [2] => -0.043666177401601 [3] => 0.023166383807292 [4] => -0.028065428815498 [5] => -0.052401774716906 [6] => 0.04831231628909 [7] => 0.093626927836826 [8] => 0.083781265848507 [9] => -0.013248249458855 [10] => 0.062227633441919 [11] => 0.1404655587241 [12] => 0.066194594303099 [13] => 0.068125520654681 [14] => 0.078104083297365 [15] => 0.072379084388987 [16] => 0.017088647881056 [17] => -0.063737197500529 [18] => -0.026075393038126 [19] => 0.015960678328222 [20] => -0.042363860594195 [21] => -0.12614675269137 [22] => -0.047722304567171 [23] => -0.0079775443146642 [24] => -0.052966665713688 ) [SquaredError] => Array ( [0] => 0.012439040060154 [1] => 0.023571737698411 [2] => 0.001906735048868 [3] => 0.00053668133870676 [4] => 0.00078766829459777 [5] => 0.0027459459934813 [6] => 0.002334079905217 [7] => 0.0087660016161623 [8] => 0.0070193005071782 [9] => 0.00017551611372405 [10] => 0.0038722783637818 [11] => 0.019730573187673 [12] => 0.0043817243149518 [13] => 0.0046410865644713 [14] => 0.0061002478277217 [15] => 0.0052387318569882 [16] => 0.00029202188640274 [17] => 0.0040624303452214 [18] => 0.00067992612209274 [19] => 0.00025474325269697 [20] => 0.0017946966844444 [21] => 0.015913003214578 [22] => 0.0022774183532019 [23] => 6.3641213292432E-5 [24] => 0.0028054676768256 ) [TotalError] => 0.35811698809801 [SumError] => -9.9920072216264E-16 [SumSquaredError] => 0.13239069744085 [ErrorVariance] => 0.0057561172800367 [StdErr] => 0.07586907986813 [SlopeStdErr] => 0.0084169186980559 [SlopeVal] => [YIntStdErr] => 0.029459215443196 [YIntTVal] => 19.385231216543 [R] => 0.79392341527212 [RSquared] => 0.63031438931734 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 6.2621902177585 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.55595520408192 [1] => -0.53760200210104 [2] => -0.43533393574791 [3] => -0.29499204066666 [4] => -0.37571790416433 [5] => -0.35556141053216 [6] => -0.28483264215154 [7] => -0.16685288808721 [8] => -0.22040350874218 [9] => -0.3777859770337 [10] => -0.24033215531037 [11] => -0.080398976215889 [12] => -0.16494389827988 [13] => -0.18842499412941 [14] => -0.1249387366083 [15] => -0.047691990337875 [16] => -0.12436006299583 [17] => -0.26520017041115 [18] => -0.16749108729376 [19] => -0.051587034221399 [20] => -0.10457745396059 [21] => -0.20273245916928 [22] => -0.11747546204512 [23] => 0.010299956639812 [24] => -0.060480747381381 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.22141491140116 [SumXX] => 81.25 [SumXY] => 5.497002428239 [SumYY] => 0.54781195022698 [Slope] => 0.067655414501403 [YInt] => -0.42438115490537 [PredictedY] => Array ( [0] => -0.42438115490537 [1] => -0.40746730128002 [2] => -0.39055344765467 [3] => -0.37363959402932 [4] => -0.35672574040397 [5] => -0.33981188677862 [6] => -0.32289803315327 [7] => -0.30598417952792 [8] => -0.28907032590257 [9] => -0.27215647227722 [10] => -0.25524261865187 [11] => -0.23832876502652 [12] => -0.22141491140116 [13] => -0.20450105777581 [14] => -0.18758720415046 [15] => -0.17067335052511 [16] => -0.15375949689976 [17] => -0.13684564327441 [18] => -0.11993178964906 [19] => -0.10301793602371 [20] => -0.086104082398358 [21] => -0.069190228773008 [22] => -0.052276375147657 [23] => -0.035362521522306 [24] => -0.018448667896955 ) [Error] => Array ( [0] => -0.13157404917655 [1] => -0.13013470082102 [2] => -0.044780488093239 [3] => 0.078647553362657 [4] => -0.018992163760361 [5] => -0.015749523753542 [6] => 0.038065391001727 [7] => 0.1391312914407 [8] => 0.068666817160392 [9] => -0.10562950475649 [10] => 0.014910463341496 [11] => 0.15792978881063 [12] => 0.056471013121281 [13] => 0.016076063646407 [14] => 0.062648467542163 [15] => 0.12298136018724 [16] => 0.02939943390393 [17] => -0.12835452713674 [18] => -0.047559297644704 [19] => 0.05143090180231 [20] => -0.018473371562234 [21] => -0.13354223039628 [22] => -0.065199086897463 [23] => 0.045662478162118 [24] => -0.042032079484426 ) [SquaredError] => Array ( [0] => 0.017311730416713 [1] => 0.016935040357777 [2] => 0.0020052921138687 [3] => 0.006185437649932 [4] => 0.00036070228430038 [5] => 0.00024804749846338 [6] => 0.0014489739921143 [7] => 0.019357516257958 [8] => 0.0047151317789387 [9] => 0.011157592275101 [10] => 0.0002223219170581 [11] => 0.024941818193769 [12] => 0.0031889753229438 [13] => 0.00025843982236333 [14] => 0.0039248304853814 [15] => 0.015124414953503 [16] => 0.00086432671387153 [17] => 0.016474884636497 [18] => 0.0022618867924575 [19] => 0.0026451376601989 [20] => 0.00034126545687635 [21] => 0.017833527299212 [22] => 0.0042509209322629 [23] => 0.0020850619119059 [24] => 0.0017666957057851 ) [TotalError] => 0.54781195022698 [SumError] => 3.4694469519536E-17 [SumSquaredError] => 0.17590997242925 [ErrorVariance] => 0.007648259670837 [StdErr] => 0.087454329057154 [SlopeStdErr] => 0.0097021866977499 [SlopeVal] => [YIntStdErr] => 0.033957653442125 [YIntTVal] => -12.497363978011 [R] => 0.8239455129954 [RSquared] => 0.67888620838526 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 6.9732130095058 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.43071988786328 [1] => 0.55376169839 [2] => 0.63377134608256 [3] => 0.59571661994342 [4] => 0.58455736052567 [5] => 0.69844853801533 [6] => 0.75694023604672 [7] => 0.76027166054206 [8] => 0.67641923171836 [9] => 0.76507220110279 [10] => 0.85648721286863 [11] => 0.79539333493129 [12] => 0.81050134776653 [13] => 0.83365699689287 [14] => 0.84110908446815 [15] => 0.79899573444388 [16] => 0.73134697554595 [17] => 0.78218586649202 [18] => 0.83739902434202 [19] => 0.79225157190326 [20] => 0.72164576628975 [21] => 0.8132473008976 [22] => 0.86616914763377 [23] => 0.83435711271841 [24] => 0.76492298464989 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.74141392968297 [SumXX] => 81.25 [SumXY] => 3.5133455216239 [SumYY] => 0.28294885945762 [Slope] => 0.043241175650755 [YInt] => 0.6116904027307 [PredictedY] => Array ( [0] => 0.6116904027307 [1] => 0.62250069664339 [2] => 0.63331099055608 [3] => 0.64412128446877 [4] => 0.65493157838146 [5] => 0.66574187229415 [6] => 0.67655216620684 [7] => 0.68736246011953 [8] => 0.69817275403221 [9] => 0.7089830479449 [10] => 0.71979334185759 [11] => 0.73060363577028 [12] => 0.74141392968297 [13] => 0.75222422359566 [14] => 0.76303451750835 [15] => 0.77384481142104 [16] => 0.78465510533372 [17] => 0.79546539924641 [18] => 0.8062756931591 [19] => 0.81708598707179 [20] => 0.82789628098448 [21] => 0.83870657489717 [22] => 0.84951686880986 [23] => 0.86032716272255 [24] => 0.87113745663524 ) [Error] => Array ( [0] => -0.18097051486742 [1] => -0.068738998253389 [2] => 0.0004603555264735 [3] => -0.048404664525346 [4] => -0.070374217855785 [5] => 0.032706665721181 [6] => 0.080388069839887 [7] => 0.072909200422537 [8] => -0.021753522313855 [9] => 0.056089153157889 [10] => 0.13669387101104 [11] => 0.064789699161008 [12] => 0.06908741808356 [13] => 0.081432773297214 [14] => 0.078074566959807 [15] => 0.025150923022845 [16] => -0.05330812978777 [17] => -0.013279532754397 [18] => 0.03112333118292 [19] => -0.024834415168527 [20] => -0.10625051469473 [21] => -0.025459273999564 [22] => 0.016652278823913 [23] => -0.025970050004141 [24] => -0.10621447198535 ) [SquaredError] => Array ( [0] => 0.03275032725138 [1] => 0.0047250498808794 [2] => 2.1192721075469E-7 [3] => 0.0023430115478113 [4] => 0.0049525305388135 [5] => 0.0010697259825971 [6] => 0.0064622417725826 [7] => 0.0053157515062537 [8] => 0.00047321573305937 [9] => 0.0031459931019691 [10] => 0.018685214371982 [11] => 0.004197705117374 [12] => 0.0047730713374526 [13] => 0.0066312965668754 [14] => 0.0060956380059613 [15] => 0.00063256892890109 [16] => 0.0028417567014697 [17] => 0.00017634599017511 [18] => 0.00096866174392172 [19] => 0.00061674817676277 [20] => 0.011289171872896 [21] => 0.00064817463258486 [22] => 0.00027729839002935 [23] => 0.00067444349721759 [24] => 0.011281514059126 ) [TotalError] => 0.28294885945762 [SumError] => -3.663735981263E-15 [SumSquaredError] => 0.13102766863529 [ErrorVariance] => 0.0056968551580559 [StdErr] => 0.075477514254617 [SlopeStdErr] => 0.0083734783935257 [SlopeVal] => [YIntStdErr] => 0.02930717437734 [YIntTVal] => 20.871694925447 [R] => 0.73274894889118 [RSquared] => 0.53692102210112 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 5.1640636804161 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.53760200210104 [1] => -0.43533393574791 [2] => -0.29499204066666 [3] => -0.37571790416433 [4] => -0.35556141053216 [5] => -0.28483264215154 [6] => -0.16685288808721 [7] => -0.22040350874218 [8] => -0.3777859770337 [9] => -0.24033215531037 [10] => -0.080398976215889 [11] => -0.16494389827988 [12] => -0.18842499412941 [13] => -0.1249387366083 [14] => -0.047691990337875 [15] => -0.12436006299583 [16] => -0.26520017041115 [17] => -0.16749108729376 [18] => -0.051587034221399 [19] => -0.10457745396059 [20] => -0.20273245916928 [21] => -0.11747546204512 [22] => 0.010299956639812 [23] => -0.060480747381381 [24] => -0.15614457737684 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.20542248633296 [SumXX] => 81.25 [SumXY] => 4.6055574790995 [SumYY] => 0.43376101781465 [Slope] => 0.056683784358148 [YInt] => -0.3754738394074 [PredictedY] => Array ( [0] => -0.3754738394074 [1] => -0.36130289331787 [2] => -0.34713194722833 [3] => -0.33296100113879 [4] => -0.31879005504926 [5] => -0.30461910895972 [6] => -0.29044816287018 [7] => -0.27627721678065 [8] => -0.26210627069111 [9] => -0.24793532460157 [10] => -0.23376437851203 [11] => -0.2195934324225 [12] => -0.20542248633296 [13] => -0.19125154024342 [14] => -0.17708059415389 [15] => -0.16290964806435 [16] => -0.14873870197481 [17] => -0.13456775588528 [18] => -0.12039680979574 [19] => -0.1062258637062 [20] => -0.092054917616665 [21] => -0.077883971527129 [22] => -0.063713025437592 [23] => -0.049542079348055 [24] => -0.035371133258518 ) [Error] => Array ( [0] => -0.16212816269364 [1] => -0.074031042430043 [2] => 0.052139906561666 [3] => -0.042756903025538 [4] => -0.036771355482905 [5] => 0.019786466808177 [6] => 0.12359527478297 [7] => 0.05587370803847 [8] => -0.1156797063426 [9] => 0.0076031692912022 [10] => 0.15336540229615 [11] => 0.054649534142614 [12] => 0.016997492203554 [13] => 0.066312803635124 [14] => 0.12938860381601 [15] => 0.038549585068518 [16] => -0.11646146843634 [17] => -0.032923331408487 [18] => 0.06880977557434 [19] => 0.0016484097456103 [20] => -0.11067754155262 [21] => -0.039591490517991 [22] => 0.074012982077404 [23] => -0.010938668033327 [24] => -0.12077344411832 ) [SquaredError] => Array ( [0] => 0.026285541138415 [1] => 0.0054805952432789 [2] => 0.0027185698562593 [3] => 0.0018281527563353 [4] => 0.0013521325840502 [5] => 0.0003915042687511 [6] => 0.015275791948677 [7] => 0.0031218712499682 [8] => 0.013381794459509 [9] => 5.780818327068E-5 [10] => 0.023520946621459 [11] => 0.0029865715820047 [12] => 0.00028891474120989 [13] => 0.0043973879259505 [14] => 0.016741410797457 [15] => 0.0014860705089549 [16] => 0.013563273630349 [17] => 0.0010839457510331 [18] => 0.0047347852145911 [19] => 2.7172546894229E-6 [20] => 0.012249518204132 [21] => 0.0015674861214362 [22] => 0.0054779215159901 [23] => 0.00011965445834333 [24] => 0.014586224804201 ) [TotalError] => 0.43376101781465 [SumError] => -9.8532293435483E-16 [SumSquaredError] => 0.17270059082032 [ErrorVariance] => 0.0075087213400137 [StdErr] => 0.0866528784289 [SlopeStdErr] => 0.0096132737335984 [SlopeVal] => [YIntStdErr] => 0.033646458067594 [YIntTVal] => -11.159386781607 [R] => 0.77579193842837 [RSquared] => 0.60185313173045 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 5.8964080217583 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.55376169839 [1] => 0.63377134608256 [2] => 0.59571661994342 [3] => 0.58455736052567 [4] => 0.69844853801533 [5] => 0.75694023604672 [6] => 0.76027166054206 [7] => 0.67641923171836 [8] => 0.76507220110279 [9] => 0.85648721286863 [10] => 0.79539333493129 [11] => 0.81050134776653 [12] => 0.83365699689287 [13] => 0.84110908446815 [14] => 0.79899573444388 [15] => 0.73134697554595 [16] => 0.78218586649202 [17] => 0.83739902434202 [18] => 0.79225157190326 [19] => 0.72164576628975 [20] => 0.8132473008976 [21] => 0.86616914763377 [22] => 0.83435711271841 [23] => 0.76492298464989 [24] => 0.8294324336176 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.75736243151314 [SumXX] => 81.25 [SumXY] => 2.7676453975138 [SumYY] => 0.18780646110458 [Slope] => 0.0340633279694 [YInt] => 0.65517244760494 [PredictedY] => Array ( [0] => 0.65517244760494 [1] => 0.66368827959729 [2] => 0.67220411158964 [3] => 0.68071994358199 [4] => 0.68923577557434 [5] => 0.69775160756669 [6] => 0.70626743955904 [7] => 0.71478327155139 [8] => 0.72329910354374 [9] => 0.73181493553609 [10] => 0.74033076752844 [11] => 0.74884659952079 [12] => 0.75736243151314 [13] => 0.76587826350549 [14] => 0.77439409549784 [15] => 0.78290992749019 [16] => 0.79142575948254 [17] => 0.79994159147489 [18] => 0.80845742346724 [19] => 0.81697325545959 [20] => 0.82548908745194 [21] => 0.83400491944429 [22] => 0.84252075143664 [23] => 0.85103658342899 [24] => 0.85955241542134 ) [Error] => Array ( [0] => -0.10141074921494 [1] => -0.029916933514737 [2] => -0.076487491646218 [3] => -0.096162583056317 [4] => 0.0092127624409868 [5] => 0.059188628480032 [6] => 0.054004220983021 [7] => -0.038364039833032 [8] => 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=> 0.00014986133804196 [21] => 0.0010345375750248 [22] => 6.6644997121905E-5 [23] => 0.0074155518946885 [24] => 0.00090721330385787 ) [TotalError] => 0.18780646110458 [SumError] => -2.3314683517128E-15 [SumSquaredError] => 0.093531248226067 [ErrorVariance] => 0.004066576009829 [StdErr] => 0.063769710755413 [SlopeStdErr] => 0.0070746142138507 [SlopeVal] => [YIntStdErr] => 0.024761149748477 [YIntTVal] => 26.45969408772 [R] => 0.70850594098997 [RSquared] => 0.50198066841809 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 4.8148672054387 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.43533393574791 [1] => -0.29499204066666 [2] => -0.37571790416433 [3] => -0.35556141053216 [4] => -0.28483264215154 [5] => -0.16685288808721 [6] => -0.22040350874218 [7] => -0.3777859770337 [8] => -0.24033215531037 [9] => -0.080398976215889 [10] => -0.16494389827988 [11] => -0.18842499412941 [12] => -0.1249387366083 [13] => -0.047691990337875 [14] => -0.12436006299583 [15] => -0.26520017041115 [16] => -0.16749108729376 [17] => -0.051587034221399 [18] => -0.10457745396059 [19] => -0.20273245916928 [20] => -0.11747546204512 [21] => 0.010299956639812 [22] => -0.060480747381381 [23] => -0.15614457737684 [24] => -0.075720713938118 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.18694723480644 [SumXX] => 81.25 [SumXY] => 3.9150793700378 [SumYY] => 0.33170696390689 [Slope] => 0.048185592246619 [YInt] => -0.3315040115463 [PredictedY] => Array ( [0] => -0.3315040115463 [1] => -0.31945761348465 [2] => -0.30741121542299 [3] => -0.29536481736134 [4] => -0.28331841929968 [5] => 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0.81050134776653 [11] => 0.83365699689287 [12] => 0.84110908446815 [13] => 0.79899573444388 [14] => 0.73134697554595 [15] => 0.78218586649202 [16] => 0.83739902434202 [17] => 0.79225157190326 [18] => 0.72164576628975 [19] => 0.8132473008976 [20] => 0.86616914763377 [21] => 0.83435711271841 [22] => 0.76492298464989 [23] => 0.8294324336176 [24] => 0.93505358923106 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.77261410714678 [SumXX] => 81.25 [SumXY] => 2.6390164880173 [SumYY] => 0.17211200986659 [Slope] => 0.032480202929444 [YInt] => 0.67517349835845 [PredictedY] => Array ( [0] => 0.67517349835845 [1] => 0.68329354909081 [2] => 0.69141359982317 [3] => 0.69953365055554 [4] => 0.7076537012879 [5] => 0.71577375202026 [6] => 0.72389380275262 [7] => 0.73201385348498 [8] => 0.74013390421734 [9] => 0.7482539549497 [10] => 0.75637400568206 [11] => 0.76449405641442 [12] => 0.77261410714678 [13] => 0.78073415787915 [14] => 0.78885420861151 [15] => 0.79697425934387 [16] => 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1.1774692249141E-6 [4] => 0.0024291625085331 [5] => 0.001980063862815 [6] => 0.0022538348948869 [7] => 0.0010928543472201 [8] => 0.013538092434102 [9] => 0.0022221211450485 [10] => 0.0029297691611289 [11] => 0.0047835123356254 [12] => 0.0046915619182549 [13] => 0.0003334851786297 [14] => 0.0033070818548557 [15] => 0.00021869656314069 [16] => 0.0010435945637946 [17] => 0.00043943851868924 [18] => 0.0099378259920205 [19] => 0.0002626720798582 [20] => 0.00081765312951441 [21] => 0.00012853779562248 [22] => 0.0079017218521459 [23] => 0.0010563950580152 [24] => 0.0042248535297427 ) [TotalError] => 0.17211200986659 [SumError] => -2.6645352591004E-15 [SumSquaredError] => 0.086396218801637 [ErrorVariance] => 0.0037563573392016 [StdErr] => 0.061289129045873 [SlopeStdErr] => 0.0067994183816438 [SlopeVal] => [YIntStdErr] => 0.023797964335753 [YIntTVal] => 28.371061021555 [R] => 0.70570765877979 [RSquared] => 0.49802329966046 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 4.7769090099133 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.29499204066666 [1] => -0.37571790416433 [2] => -0.35556141053216 [3] => -0.28483264215154 [4] => -0.16685288808721 [5] => -0.22040350874218 [6] => -0.3777859770337 [7] => -0.24033215531037 [8] => -0.080398976215889 [9] => -0.16494389827988 [10] => -0.18842499412941 [11] => -0.1249387366083 [12] => -0.047691990337875 [13] => -0.12436006299583 [14] => -0.26520017041115 [15] => -0.16749108729376 [16] => -0.051587034221399 [17] => -0.10457745396059 [18] => -0.20273245916928 [19] => -0.11747546204512 [20] => 0.010299956639812 [21] => -0.060480747381381 [22] => -0.15614457737684 [23] => -0.075720713938118 [24] => 0.093421685162235 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.16579700997004 [SumXX] => 81.25 [SumXY] => 3.948929351884 [SumYY] => 0.33743444172094 [Slope] => 0.048602207407803 [YInt] => -0.31160363219345 [PredictedY] => Array ( [0] => -0.31160363219345 [1] => -0.2994530803415 [2] => -0.28730252848955 [3] => -0.2751519766376 [4] => -0.26300142478565 [5] => -0.25085087293369 [6] => -0.23870032108174 [7] => -0.22654976922979 [8] => -0.21439921737784 [9] => -0.20224866552589 [10] => -0.19009811367394 [11] => -0.17794756182199 [12] => -0.16579700997004 [13] => -0.15364645811809 [14] => -0.14149590626614 [15] => -0.12934535441419 [16] => -0.11719480256223 [17] => -0.10504425071028 [18] => -0.092893698858333 [19] => -0.080743147006382 [20] => -0.068592595154431 [21] => -0.05644204330248 [22] => -0.04429149145053 [23] => -0.032140939598579 [24] => -0.019990387746628 ) [Error] => Array ( [0] => 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0.013948795662314 [13] => 0.00085769293925688 [14] => 0.01530274496766 [15] => 0.0014550969369201 [16] => 0.0043043792666648 [17] => 2.1789920552279E-7 [18] => 0.012064553266646 [19] => 0.0013492629681051 [20] => 0.0062240347286073 [21] => 1.6311130636932E-5 [22] => 0.012511112831238 [23] => 0.0018991967314852 [24] => 0.012862298281485 ) [TotalError] => 0.33743444172094 [SumError] => 1.3739009929736E-15 [SumSquaredError] => 0.14550775832191 [ErrorVariance] => 0.0063264242748658 [StdErr] => 0.079538822438265 [SlopeStdErr] => 0.0088240400828058 [SlopeVal] => [YIntStdErr] => 0.03088414028982 [YIntTVal] => -10.089438438931 [R] => 0.75417646383263 [RSquared] => 0.56878213859909 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 5.5079313955642 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.59571661994342 [1] => 0.58455736052567 [2] => 0.69844853801533 [3] => 0.75694023604672 [4] => 0.76027166054206 [5] => 0.67641923171836 [6] => 0.76507220110279 [7] => 0.85648721286863 [8] => 0.79539333493129 [9] => 0.81050134776653 [10] => 0.83365699689287 [11] => 0.84110908446815 [12] => 0.79899573444388 [13] => 0.73134697554595 [14] => 0.78218586649202 [15] => 0.83739902434202 [16] => 0.79225157190326 [17] => 0.72164576628975 [18] => 0.8132473008976 [19] => 0.86616914763377 [20] => 0.83435711271841 [21] => 0.76492298464989 [22] => 0.8294324336176 [23] => 0.93505358923106 [24] => 0.90703495248342 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.78354465140282 [SumXX] => 81.25 [SumXY] => 2.5910400505685 [SumYY] => 0.16791674128434 [Slope] => 0.031889723699304 [YInt] => 0.68787548030491 [PredictedY] => Array ( [0] => 0.68787548030491 [1] => 0.69584791122973 [2] => 0.70382034215456 [3] => 0.71179277307938 [4] => 0.71976520400421 [5] => 0.72773763492904 [6] => 0.73571006585386 [7] => 0.74368249677869 [8] => 0.75165492770351 [9] => 0.75962735862834 [10] => 0.76759978955317 [11] => 0.77557222047799 [12] => 0.78354465140282 [13] => 0.79151708232765 [14] => 0.79948951325247 [15] => 0.8074619441773 [16] => 0.81543437510212 [17] => 0.82340680602695 [18] => 0.83137923695178 [19] => 0.8393516678766 [20] => 0.84732409880143 [21] => 0.85529652972625 [22] => 0.86326896065108 [23] => 0.87124139157591 [24] => 0.87921382250073 ) [Error] => Array ( [0] => -0.092158860361482 [1] => -0.11129055070406 [2] => -0.0053718041392294 [3] => 0.04514746296734 [4] => 0.040506456537853 [5] => -0.051318403210677 [6] => 0.029362135248929 [7] => 0.11280471608994 [8] => 0.043738407227775 [9] => 0.050873989138189 [10] => 0.066057207339705 [11] => 0.065536863990161 [12] => 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0.0040719965695811 [24] => 0.00077401527351343 ) [TotalError] => 0.16791674128434 [SumError] => -2.4424906541753E-15 [SumSquaredError] => 0.085289189977877 [ErrorVariance] => 0.003708225651212 [StdErr] => 0.060895202201914 [SlopeStdErr] => 0.0067557161221154 [SlopeVal] => [YIntStdErr] => 0.023645006427404 [YIntTVal] => 29.091786564612 [R] => 0.70148024104016 [RSquared] => 0.49207452856976 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 4.7204061157796 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.37571790416433 [1] => -0.35556141053216 [2] => -0.28483264215154 [3] => -0.16685288808721 [4] => -0.22040350874218 [5] => -0.3777859770337 [6] => -0.24033215531037 [7] => -0.080398976215889 [8] => -0.16494389827988 [9] => -0.18842499412941 [10] => -0.1249387366083 [11] => -0.047691990337875 [12] => -0.12436006299583 [13] => -0.26520017041115 [14] => -0.16749108729376 [15] => -0.051587034221399 [16] => -0.10457745396059 [17] => -0.20273245916928 [18] => -0.11747546204512 [19] => 0.010299956639812 [20] => -0.060480747381381 [21] => -0.15614457737684 [22] => -0.075720713938118 [23] => 0.093421685162235 [24] => 0.049218022670182 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.15202860743656 [SumXX] => 81.25 [SumXY] => 4.1740906000407 [SumYY] => 0.36223532731742 [Slope] => 0.051373422769731 [YInt] => -0.30614887574576 [PredictedY] => Array ( [0] => -0.30614887574576 [1] => -0.29330552005332 [2] => -0.28046216436089 [3] => -0.26761880866846 [4] => -0.25477545297603 [5] => -0.24193209728359 [6] => -0.22908874159116 [7] => -0.21624538589873 [8] => 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[21] => -0.11970617117217 [22] => -0.052125663425882 [23] => 0.10417337998204 [24] => 0.047126361797553 ) [SquaredError] => Array ( [0] => 0.0048398497151043 [1] => 0.0038757958993129 [2] => 1.9101076118564E-5 [3] => 0.010153770750586 [4] => 0.001181430550415 [5] => 0.018456276643158 [6] => 0.00012641435206129 [7] => 0.018454247023718 [8] => 0.0014790279112693 [9] => 4.5525919830125E-6 [10] => 0.0027853676300993 [11] => 0.013731146023328 [12] => 0.0007655483514688 [13] => 0.015879759726656 [14] => 0.001693255939876 [15] => 0.0038330345922591 [16] => 1.5384196412764E-5 [17] => 0.013206751244389 [18] => 0.0018068440937107 [19] => 0.0052453913771264 [20] => 0.0001254172758771 [21] => 0.014329567416701 [22] => 0.0027170847875883 [23] => 0.010852093096882 [24] => 0.0022208939762738 ) [TotalError] => 0.36223532731742 [SumError] => 2.1233015345956E-15 [SumSquaredError] => 0.14779800624237 [ErrorVariance] => 0.0064260002714076 [StdErr] => 0.080162336988186 [SlopeStdErr] => 0.008893212811444 [SlopeVal] => [YIntStdErr] => 0.031126244840054 [YIntTVal] => -9.8357150796359 [R] => 0.76940461159483 [RSquared] => 0.5919834563434 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 5.7767000361919 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.58455736052567 [1] => 0.69844853801533 [2] => 0.75694023604672 [3] => 0.76027166054206 [4] => 0.67641923171836 [5] => 0.76507220110279 [6] => 0.85648721286863 [7] => 0.79539333493129 [8] => 0.81050134776653 [9] => 0.83365699689287 [10] => 0.84110908446815 [11] => 0.79899573444388 [12] => 0.73134697554595 [13] => 0.78218586649202 [14] => 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0.83769097240503 [21] => 0.84361323070677 [22] => 0.84953548900851 [23] => 0.85545774731026 [24] => 0.861380005612 ) [Error] => Array ( [0] => -0.13468844584448 [1] => -0.02671952665657 [2] => 0.025849913073082 [3] => 0.023259079266677 [4] => -0.066515607858769 [5] => 0.016215103223919 [6] => 0.10170785668801 [7] => 0.034691720448929 [8] => 0.043877474982426 [9] => 0.061110865807025 [10] => 0.062640695080563 [11] => 0.014605086754547 [12] => -0.058965930445123 [13] => -0.014049297800805 [14] => 0.035241601747457 [15] => -0.015828108993044 [16] => -0.092356172908306 [17] => -0.0066768966021905 [18] => 0.040322691832232 [19] => 0.0025883986151225 [20] => -0.072767987755138 [21] => -0.014180797089171 [22] => 0.085518100222552 [23] => 0.05157720517316 [24] => -0.096457020962112 ) [SquaredError] => Array ( [0] => 0.018140977444002 [1] => 0.00071393310475115 [2] => 0.00066821800588589 [3] => 0.00054098476833358 [4] => 0.0044243260888216 [5] => 0.00026292957256235 [6] => 0.01034448811207 [7] => 0.0012035154677067 [8] => 0.0019252328108334 [9] => 0.0037345379196842 [10] => 0.0039238566801761 [11] => 0.00021330855910785 [12] => 0.0034769809532591 [13] => 0.0001973827686957 [14] => 0.0012419704937264 [15] => 0.00025052903429569 [16] => 0.0085296626742689 [17] => 4.4580948236343E-5 [18] => 0.0016259194765971 [19] => 6.6998073907681E-6 [20] => 0.0052951800419319 [21] => 0.00020109500608424 [22] => 0.0073133454656744 [23] => 0.0026602080934743 [24] => 0.0093039568928853 ) [TotalError] => 0.1318389066008 [SumError] => -2.4424906541753E-15 [SumSquaredError] => 0.086243820190454 [ErrorVariance] => 0.0037497313126284 [StdErr] => 0.061235049707079 [SlopeStdErr] => 0.0067934188176757 [SlopeVal] => [YIntStdErr] => 0.023776965861865 [YIntTVal] => 30.249688313837 [R] => 0.58808110430971 [RSquared] => 0.34583938524613 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 3.4870561999413 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.35556141053216 [1] => -0.28483264215154 [2] => -0.16685288808721 [3] => -0.22040350874218 [4] => -0.3777859770337 [5] => -0.24033215531037 [6] => -0.080398976215889 [7] => -0.16494389827988 [8] => -0.18842499412941 [9] => -0.1249387366083 [10] => -0.047691990337875 [11] => -0.12436006299583 [12] => -0.26520017041115 [13] => -0.16749108729376 [14] => -0.051587034221399 [15] => -0.10457745396059 [16] => -0.20273245916928 [17] => -0.11747546204512 [18] => 0.010299956639812 [19] => -0.060480747381381 [20] => -0.15614457737684 [21] => -0.075720713938118 [22] => 0.093421685162235 [23] => 0.049218022670182 [24] => -0.073143291050308 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.139925622912 [SumXX] => 81.25 [SumXY] => 3.6837563348342 [SumYY] => 0.31475926312818 [Slope] => 0.045338539505651 [YInt] => -0.27594124142896 [PredictedY] => Array ( [0] => -0.27594124142896 [1] => -0.26460660655254 [2] => -0.25327197167613 [3] => -0.24193733679972 [4] => -0.23060270192331 [5] => -0.21926806704689 [6] => -0.20793343217048 [7] => -0.19659879729407 [8] => -0.18526416241765 [9] => -0.17392952754124 [10] => -0.16259489266483 [11] => -0.15126025778842 [12] => -0.139925622912 [13] => -0.12859098803559 [14] => -0.11725635315918 [15] => -0.10592171828276 [16] => -0.094587083406352 [17] => -0.083252448529939 [18] => -0.071917813653526 [19] => -0.060583178777113 [20] => -0.0492485439007 [21] => -0.037913909024287 [22] => -0.026579274147875 [23] => -0.015244639271462 [24] => -0.0039100043950489 ) [Error] => Array ( [0] => -0.079620169103204 [1] => -0.020226035598997 [2] => 0.086419083588917 [3] => 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[16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.69844853801533 [1] => 0.75694023604672 [2] => 0.76027166054206 [3] => 0.67641923171836 [4] => 0.76507220110279 [5] => 0.85648721286863 [6] => 0.79539333493129 [7] => 0.81050134776653 [8] => 0.83365699689287 [9] => 0.84110908446815 [10] => 0.79899573444388 [11] => 0.73134697554595 [12] => 0.78218586649202 [13] => 0.83739902434202 [14] => 0.79225157190326 [15] => 0.72164576628975 [16] => 0.8132473008976 [17] => 0.86616914763377 [18] => 0.83435711271841 [19] => 0.76492298464989 [20] => 0.8294324336176 [21] => 0.93505358923106 [22] => 0.90703495248342 [23] => 0.76492298464989 [24] => 0.9160852998437 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.8035740235638 [SumXX] => 81.25 [SumXY] => 1.633345606862 [SumYY] => 0.10092582618451 [Slope] => 0.020102715161378 [YInt] => 0.74326587807966 [PredictedY] => Array ( [0] => 0.74326587807966 [1] => 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-3.1086244689504E-15 [SumSquaredError] => 0.068091144689677 [ErrorVariance] => 0.0029604845517251 [StdErr] => 0.054410334971631 [SlopeStdErr] => 0.0060362846970888 [SlopeVal] => [YIntStdErr] => 0.021126996439811 [YIntTVal] => 35.180858774562 [R] => 0.57038125877733 [RSquared] => 0.32533478036441 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 3.3303126294015 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.28483264215154 [1] => -0.16685288808721 [2] => -0.22040350874218 [3] => -0.3777859770337 [4] => -0.24033215531037 [5] => -0.080398976215889 [6] => -0.16494389827988 [7] => 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=> -0.12400014599311 [13] => -0.11313724312811 [14] => -0.10227434026311 [15] => -0.091411437398107 [16] => -0.080548534533106 [17] => -0.069685631668105 [18] => -0.058822728803105 [19] => -0.047959825938104 [20] => -0.037096923073103 [21] => -0.026234020208102 [22] => -0.015371117343102 [23] => -0.0045082144781008 [24] => 0.0063546883869 ) [Error] => Array ( [0] => -0.030477661778424 [1] => 0.076639189420903 [2] => 0.012225665900941 [3] => -0.15601970525559 [4] => -0.029428786397254 [5] => 0.11964148983223 [6] => 0.02423366490323 [7] => -0.010110333811294 [8] => 0.042513020844812 [9] => 0.10889686425024 [10] => 0.021365888727279 [11] => -0.13033712155304 [12] => -0.043490941300654 [13] => 0.061550208906709 [14] => -0.0023031136974844 [15] => -0.11132102177118 [16] => -0.036926927512013 [17] => 0.079985588307917 [18] => -0.0016580185782768 [19] => -0.10818475143874 [20] => -0.038623790865015 [21] => 0.11965570537034 [22] => 0.064589140013283 [23] => -0.068635076572207 [24] => 0.036220824053291 ) [SquaredError] => Array ( [0] => 0.00092888786747999 [1] => 0.005873565355093 [2] => 0.00014946690672144 [3] => 0.024342148428041 [4] => 0.00086605346881521 [5] => 0.014314086089275 [6] => 0.00058727051464204 [7] => 0.00010221884977579 [8] => 0.0018073569413514 [9] => 0.011858527043534 [10] => 0.00045650120110647 [11] => 0.016987765254733 [12] => 0.001891461975217 [13] => 0.0037884282164596 [14] => 5.3043327035403E-6 [15] => 0.012392369888179 [16] => 0.0013635979754775 [17] => 0.0063976943369636 [18] => 2.7490256059112E-6 [19] => 0.011703940443861 [20] => 0.0014917972207844 [21] => 0.014317487827673 [22] => 0.0041717570076555 [23] => 0.0047107737360727 [24] => 0.0013119480950994 ) [TotalError] => 0.29522661425309 [SumError] => -9.7144514654701E-17 [SumSquaredError] => 0.14182315800232 [ErrorVariance] => 0.0061662242609704 [StdErr] => 0.078525309684015 [SlopeStdErr] => 0.008711600938074 [SlopeVal] => [YIntStdErr] => 0.030490603283259 [YIntTVal] => -8.342077656193 [R] => 0.72084156241048 [RSquared] => 0.51961255809838 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 4.9877871781406 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.75694023604672 [1] => 0.76027166054206 [2] => 0.67641923171836 [3] => 0.76507220110279 [4] => 0.85648721286863 [5] => 0.79539333493129 [6] => 0.81050134776653 [7] => 0.83365699689287 [8] => 0.84110908446815 [9] => 0.79899573444388 [10] => 0.73134697554595 [11] => 0.78218586649202 [12] => 0.83739902434202 [13] => 0.79225157190326 [14] => 0.72164576628975 [15] => 0.8132473008976 [16] => 0.86616914763377 [17] => 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0.87004998740611 [24] => 0.87523434271947 ) [Error] => Array ( [0] => 0.0061304208477626 [1] => 0.0042774900297472 [2] => -0.08475929410731 [3] => -0.0012906800362328 [4] => 0.084939976416251 [5] => 0.018661743165556 [6] => 0.028585400687442 [7] => 0.04655669450043 [8] => 0.048824426762357 [9] => 0.0015267214247302 [10] => -0.071306392786551 [11] => -0.025651857153844 [12] => 0.024376945382808 [13] => -0.025954862369305 [14] => -0.10174502329618 [15] => -0.015327844001672 [16] => 0.032409647421139 [17] => -0.0045867428075812 [18] => -0.079205226189452 [19] => -0.019880132535096 [20] => 0.080556667765016 [21] => 0.047353675704013 [22] => -0.09994264744287 [23] => 0.04603531243759 [24] => 0.059415580181244 ) [SquaredError] => Array ( [0] => 3.7582059770682E-5 [1] => 1.8296920954587E-5 [2] => 0.0071841379375695 [3] => 1.6658549559299E-6 [4] => 0.0072147995935933 [5] => 0.00034826065797717 [6] => 0.0008171251324616 [7] => 0.0021675258028064 [8] => 0.0023838246486728 [9] => 2.3308783087302E-6 [10] => 0.0050846016522299 [11] => 0.0006580177754412 [12] => 0.00059423546619641 [13] => 0.00067365488060954 [14] => 0.01035204976554 [15] => 0.00023494280173961 [16] => 0.0010503852459625 [17] => 2.1038209582898E-5 [18] => 0.0062734678557223 [19] => 0.000395219669613 [20] => 0.0064893767214031 [21] => 0.0022423706026808 [22] => 0.0099885327778898 [23] => 0.0021192499912265 [24] => 0.0035302111682738 ) [TotalError] => 0.10482370609082 [SumError] => -5.8841820305133E-15 [SumSquaredError] => 0.069882904071182 [ErrorVariance] => 0.0030383871335296 [StdErr] => 0.055121566863884 [SlopeStdErr] => 0.0061151887911277 [SlopeVal] => [YIntStdErr] => 0.021403160768947 [YIntTVal] => 35.079389595965 [R] => 0.57734668900664 [RSquared] => 0.33332919930693 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 3.3911334484889 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.16685288808721 [1] => -0.22040350874218 [2] => -0.3777859770337 [3] => -0.24033215531037 [4] => -0.080398976215889 [5] => -0.16494389827988 [6] => -0.18842499412941 [7] => -0.1249387366083 [8] => -0.047691990337875 [9] => -0.12436006299583 [10] => -0.26520017041115 [11] => -0.16749108729376 [12] => -0.051587034221399 [13] => -0.10457745396059 [14] => -0.20273245916928 [15] => -0.11747546204512 [16] => 0.010299956639812 [17] => -0.060480747381381 [18] => -0.15614457737684 [19] => -0.075720713938118 [20] => 0.093421685162235 [21] => 0.049218022670182 [22] => -0.073143291050308 [23] => 0.042575512440191 [24] => 0.11193427633268 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.10812946925374 [SumXX] => 81.25 [SumXY] => 3.7155410855877 [SumYY] => 0.31872761456661 [Slope] => 0.045729736438003 [YInt] => -0.24531867856775 [PredictedY] => Array ( [0] => -0.24531867856775 [1] => -0.23388624445825 [2] => -0.22245381034875 [3] => -0.21102137623925 [4] => -0.19958894212975 [5] => -0.18815650802024 [6] => -0.17672407391074 [7] => -0.16529163980124 [8] => -0.15385920569174 [9] => -0.14242677158224 [10] => -0.13099433747274 [11] => -0.11956190336324 [12] => -0.10812946925374 [13] => -0.09669703514424 [14] => -0.085264601034739 [15] => -0.073832166925238 [16] => -0.062399732815738 [17] => -0.050967298706237 [18] => -0.039534864596736 [19] => -0.028102430487236 [20] => -0.016669996377735 [21] => -0.0052375622682344 [22] => 0.0061948718412663 [23] => 0.017627305950767 [24] => 0.029059740060268 ) [Error] => Array ( [0] => 0.078465790480533 [1] => 0.013482735716072 [2] => -0.15533216668496 [3] => -0.029310779071123 [4] => 0.11918996591386 [5] => 0.023212609740361 [6] => -0.011700920218662 [7] => 0.040352903192944 [8] => 0.10616721535387 [9] => 0.018066708586411 [10] => -0.13420583293841 [11] => -0.047929183930523 [12] => 0.056542435032341 [13] => -0.0078804188163524 [14] => -0.11746785813454 [15] => -0.043643295119881 [16] => 0.07269968945555 [17] => -0.0095134486751445 [18] => -0.1166097127801 [19] => -0.047618283450883 [20] => 0.11009168153997 [21] => 0.054455584938416 [22] => -0.079338162891574 [23] => 0.024948206489424 [24] => 0.082874536272414 ) [SquaredError] => Array ( [0] => 0.006156880275735 [1] => 0.00018178416238945 [2] => 0.024128082007044 [3] => 0.0008591217697562 [4] => 0.014206247974546 [5] => 0.00053882525095831 [6] => 0.0001369115339635 [7] => 0.0016283567960991 [8] => 0.011271477615995 [9] => 0.00032640595914628 [10] => 0.018011205594693 [11] => 0.0022972066722459 [12] => 0.0031970469593865 [13] => 6.2101000721122E-5 [14] => 0.013798697694717 [15] => 0.001904737208921 [16] => 0.0052852448469334 [17] => 9.0505705694608E-5 [18] => 0.013597825114658 [19] => 0.0022675009188086 [20] => 0.012120178344298 [21] => 0.002965410730985 [22] => 0.0062945440910099 [23] => 0.00062241300703892 [24] => 0.0068681887623677 ) [TotalError] => 0.31872761456661 [SumError] => 8.1878948066105E-16 [SumSquaredError] => 0.14881689999811 [ErrorVariance] => 0.0064702999999179 [StdErr] => 0.080438175016082 [SlopeStdErr] => 0.008923814293084 [SlopeVal] => [YIntStdErr] => 0.031233350025794 [YIntTVal] => -7.8543825226929 [R] => 0.73013057770424 [RSquared] => 0.53309066049873 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 5.1244607895352 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.76027166054206 [1] => 0.67641923171836 [2] => 0.76507220110279 [3] => 0.85648721286863 [4] => 0.79539333493129 [5] => 0.81050134776653 [6] => 0.83365699689287 [7] => 0.84110908446815 [8] => 0.79899573444388 [9] => 0.73134697554595 [10] => 0.78218586649202 [11] => 0.83739902434202 [12] => 0.79225157190326 [13] => 0.72164576628975 [14] => 0.8132473008976 [15] => 0.86616914763377 [16] => 0.83435711271841 [17] => 0.76492298464989 [18] => 0.8294324336176 [19] => 0.93505358923106 [20] => 0.90703495248342 [21] => 0.76492298464989 [22] => 0.9160852998437 [23] => 0.93464992290071 [24] => 0.88081359228079 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.81797701320858 [SumXX] => 81.25 [SumXY] => 1.7060240273393 [SumYY] => 0.1056604379294 [Slope] => 0.020997218798022 [YInt] => 0.75498535681451 [PredictedY] => Array ( [0] => 0.75498535681451 [1] => 0.76023466151402 [2] => 0.76548396621352 [3] => 0.77073327091303 [4] => 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[18] => -0.020040407788012 [19] => 0.080331443125949 [20] => 0.047063501678795 [21] => -0.10029777085424 [22] => 0.04561523964007 [23] => 0.058930557997572 [24] => -0.00015507732185294 ) [SquaredError] => Array ( [0] => 2.7945007099943E-5 [1] => 0.0070250262718305 [2] => 1.6955050641379E-7 [3] => 0.0073537385609251 [4] => 0.00037677757733072 [5] => 0.00085670172506955 [6] => 0.0022255572266625 [7] => 0.0024382456201864 [8] => 4.0640142179689E-6 [9] => 0.0050242754409571 [10] => 0.00063971244395964 [11] => 0.00060867382492922 [12] => 0.0006617983303531 [13] => 0.010318608467086 [14] => 0.00023190178210275 [15] => 0.0010526274326059 [16] => 2.1317790521416E-5 [17] => 0.0062885775564207 [18] => 0.00040161794430981 [19] => 0.0064531407546976 [20] => 0.00221497319027 [21] => 0.010059642838329 [22] => 0.002080750087421 [23] => 0.0034728106659052 [24] => 2.4048975753079E-8 ) [TotalError] => 0.1056604379294 [SumError] => -6.9944050551385E-15 [SumSquaredError] => 0.069838678152673 [ErrorVariance] => 0.0030364642675075 [StdErr] => 0.055104122055501 [SlopeStdErr] => 0.0061132534634011 [SlopeVal] => [YIntStdErr] => 0.021396387121904 [YIntTVal] => 35.28564670816 [R] => 0.58226040133655 [RSquared] => 0.3390271749646 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 3.4347044374536 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.22040350874218 [1] => -0.3777859770337 [2] => -0.24033215531037 [3] => -0.080398976215889 [4] => -0.16494389827988 [5] => -0.18842499412941 [6] => -0.1249387366083 [7] => -0.047691990337875 [8] => -0.12436006299583 [9] => -0.26520017041115 [10] => -0.16749108729376 [11] => -0.051587034221399 [12] => -0.10457745396059 [13] => -0.20273245916928 [14] => -0.11747546204512 [15] => 0.010299956639812 [16] => -0.060480747381381 [17] => -0.15614457737684 [18] => -0.075720713938118 [19] => 0.093421685162235 [20] => 0.049218022670182 [21] => -0.073143291050308 [22] => 0.042575512440191 [23] => 0.11193427633268 [24] => 0.021189299069938 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.10060778176745 [SumXX] => 81.25 [SumXY] => 3.91264627935 [SumYY] => 0.33058812392184 [Slope] => 0.048155646515076 [YInt] => -0.24507472131268 [PredictedY] => Array ( [0] => -0.24507472131268 [1] => -0.23303580968391 [2] => -0.22099689805515 [3] => -0.20895798642638 [4] => -0.19691907479761 [5] => -0.18488016316884 [6] => -0.17284125154007 [7] => -0.1608023399113 [8] => -0.14876342828253 [9] => -0.13672451665376 [10] => -0.12468560502499 [11] => -0.11264669339622 [12] => -0.10060778176745 [13] => -0.088568870138685 [14] => 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0.00060866872969919 [1] => 0.020952610947792 [2] => 0.00037385217312571 [3] => 0.0165274191063 [4] => 0.0010224119133396 [5] => 1.2565826539007E-5 [6] => 0.0022946509367883 [7] => 0.012793951180622 [8] => 0.00059552423731606 [9] => 0.016505993608389 [10] => 0.0018323093122621 [11] => 0.0037282819785457 [12] => 1.5758297320972E-5 [13] => 0.013033325060347 [14] => 0.0016765342597514 [15] => 0.0055936942076721 [16] => 6.4458612717985E-5 [17] => 0.013393746241555 [18] => 0.0022416817769745 [19] => 0.012046617823668 [20] => 0.0028638029311816 [21] => 0.0065424987198707 [22] => 0.00051957454704651 [23] => 0.0064182578322709 [24] => 0.00051392249383329 ) [TotalError] => 0.33058812392184 [SumError] => 2.4980018054066E-16 [SumSquaredError] => 0.14217211275493 [ErrorVariance] => 0.0061813962067361 [StdErr] => 0.07862185578283 [SlopeStdErr] => 0.0087223117660655 [SlopeVal] => [YIntStdErr] => 0.030528091181229 [YIntTVal] => -8.027842941696 [R] => 0.75494494024266 [RSquared] => 0.56994186279799 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 5.5209728574973 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.67641923171836 [1] => 0.76507220110279 [2] => 0.85648721286863 [3] => 0.79539333493129 [4] => 0.81050134776653 [5] => 0.83365699689287 [6] => 0.84110908446815 [7] => 0.79899573444388 [8] => 0.73134697554595 [9] => 0.78218586649202 [10] => 0.83739902434202 [11] => 0.79225157190326 [12] => 0.72164576628975 [13] => 0.8132473008976 [14] => 0.86616914763377 [15] => 0.83435711271841 [16] => 0.76492298464989 [17] => 0.8294324336176 [18] => 0.93505358923106 [19] => 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[0] => -0.087299391232657 [1] => -0.0033838369719528 [2] => 0.083293759670158 [3] => 0.017462466609089 [4] => 0.027833064320602 [5] => 0.046251298323217 [6] => 0.048965970774771 [7] => 0.0021152056267708 [8] => -0.070270968394883 [9] => -0.024169492572549 [10] => 0.026306250153729 [11] => -0.023578617408757 [12] => -0.098921838146003 [13] => -0.012057718661871 [14] => 0.036126712950567 [15] => -0.00042273708852636 [16] => -0.074594280280771 [17] => -0.014822246436788 [18] => 0.086061494052951 [19] => 0.053305442181575 [20] => -0.093543940775681 [21] => 0.052880959294406 [22] => 0.066708167227686 [23] => 0.0081344214840386 [24] => -0.052380144699126 ) [SquaredError] => Array ( [0] => 0.0076211837095925 [1] => 1.1450352652754E-5 [2] => 0.0069378503999901 [3] => 0.00030493774007356 [4] => 0.00077467946947477 [5] => 0.0021391825965832 [6] => 0.0023976662939157 [7] => 4.4740948435229E-6 [8] => 0.0049380089991547 [9] => 0.00058416437121452 [10] => 0.00069201879715057 [11] => 0.00055595119890853 [12] => 0.0097855300621839 [13] => 0.00014538857932884 [14] => 0.0013051393886127 [15] => 1.7870664601574E-7 [16] => 0.0055643066506062 [17] => 0.00021969898943288 [18] => 0.0074065807586261 [19] => 0.0028414701661732 [20] => 0.0087504688558441 [21] => 0.0027963958558966 [22] => 0.0044499795748769 [23] => 6.6168812879989E-5 [24] => 0.0027436795587014 ) [TotalError] => 0.10221258665424 [SumError] => -6.2172489379009E-15 [SumSquaredError] => 0.073036553983363 [ErrorVariance] => 0.0031755023471028 [StdErr] => 0.056351595781333 [SlopeStdErr] => 0.006251648247502 [SlopeVal] => [YIntStdErr] => 0.021880768866257 [YIntTVal] => 34.903646559183 [R] => 0.5342701724814 [RSquared] => 0.28544461720331 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 3.0311463064932 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.3777859770337 [1] => -0.24033215531037 [2] => -0.080398976215889 [3] => -0.16494389827988 [4] => -0.18842499412941 [5] => -0.1249387366083 [6] => -0.047691990337875 [7] => -0.12436006299583 [8] => -0.26520017041115 [9] => -0.16749108729376 [10] => -0.051587034221399 [11] => -0.10457745396059 [12] => -0.20273245916928 [13] => -0.11747546204512 [14] => 0.010299956639812 [15] => -0.060480747381381 [16] => -0.15614457737684 [17] => -0.075720713938118 [18] => 0.093421685162235 [19] => 0.049218022670182 [20] => -0.073143291050308 [21] => 0.042575512440191 [22] => 0.11193427633268 [23] => 0.021189299069938 [24] => -0.13253251214095 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.097092941903405 [SumXX] => 81.25 [SumXY] => 3.4275359755616 [SumYY] => 0.31694744364811 [Slope] => 0.042185058160759 [YInt] => -0.22364811638568 [PredictedY] => Array ( [0] => -0.22364811638568 [1] => -0.21310185184549 [2] => -0.2025555873053 [3] => -0.19200932276511 [4] => -0.18146305822492 [5] => -0.17091679368473 [6] => -0.16037052914454 [7] => -0.14982426460435 [8] => -0.13927800006416 [9] => -0.12873173552397 [10] => -0.11818547098378 [11] => -0.10763920644359 [12] => -0.097092941903405 [13] => -0.086546677363215 [14] => -0.076000412823026 [15] => -0.065454148282836 [16] => -0.054907883742647 [17] => -0.044361619202457 [18] => -0.033815354662267 [19] => -0.023269090122078 [20] => -0.012722825581888 [21] => -0.0021765610416984 [22] => 0.0083697034984912 [23] => 0.018915968038681 [24] => 0.02946223257887 ) [Error] => Array ( [0] => -0.15413786064802 [1] => -0.027230303464879 [2] => 0.12215661108941 [3] => 0.027065424485228 [4] => -0.0069619359044845 [5] => 0.045978057076433 [6] => 0.11267853880667 [7] => 0.025464201608522 [8] => -0.12592217034699 [9] => -0.03875935176979 [10] => 0.066598436762385 [11] => 0.0030617524830026 [12] => -0.10563951726588 [13] => -0.030928784681904 [14] => 0.086300369462838 [15] => 0.0049734009014547 [16] => -0.10123669363419 [17] => -0.031359094735661 [18] => 0.1272370398245 [19] => 0.072487112792259 [20] => -0.06042046546842 [21] => 0.044752073481889 [22] => 0.10356457283419 [23] => 0.0022733310312573 [24] => -0.16199474471982 ) [SquaredError] => Array ( [0] => 0.02375848008515 [1] => 0.00074148942678937 [2] => 0.01492223763285 [3] => 0.00073253720256558 [4] => 4.8468551538151E-5 [5] => 0.0021139817325237 [6] => 0.012696453107606 [7] => 0.00064842556355943 [8] => 0.015856392984896 [9] => 0.0015022873496143 [10] => 0.0044353517791934 [11] => 9.3743282671728E-6 [12] => 0.011159707608168 [13] => 0.00095658972189958 [14] => 0.0074477537694223 [15] => 2.4734716526591E-5 [16] => 0.010248868137983 [17] => 0.00098339282264019 [18] => 0.016189264303302 [19] => 0.0052543815209577 [20] => 0.0036506326474205 [21] => 0.0020027480809284 [22] => 0.010725620746328 [23] => 5.1680339776773E-6 [24] => 0.026242297316839 ) [TotalError] => 0.31694744364811 [SumError] => 5.2735593669695E-16 [SumSquaredError] => 0.17235663917095 [ErrorVariance] => 0.0074937669204759 [StdErr] => 0.086566546196992 [SlopeStdErr] => 0.0096036960324024 [SlopeVal] => [YIntStdErr] => 0.033612936113408 [YIntTVal] => -6.6536322691687 [R] => 0.67542434513469 [RSquared] => 0.45619804600063 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 4.392585731413 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.76507220110279 [1] => 0.85648721286863 [2] => 0.79539333493129 [3] => 0.81050134776653 [4] => 0.83365699689287 [5] => 0.84110908446815 [6] => 0.79899573444388 [7] => 0.73134697554595 [8] => 0.78218586649202 [9] => 0.83739902434202 [10] => 0.79225157190326 [11] => 0.72164576628975 [12] => 0.8132473008976 [13] => 0.86616914763377 [14] => 0.83435711271841 [15] => 0.76492298464989 [16] => 0.8294324336176 [17] => 0.93505358923106 [18] => 0.90703495248342 [19] => 0.76492298464989 [20] => 0.9160852998437 [21] => 0.93464992290071 [22] => 0.88081359228079 [23] => 0.82503644122135 [24] => 0.84323277809801 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.82724014629093 [SumXX] => 81.25 [SumXY] => 1.1391732248667 [SumYY] => 0.080834473024083 [Slope] => 0.014020593536822 [YInt] => 0.78517836568047 [PredictedY] => Array ( [0] => 0.78517836568047 [1] => 0.78868351406468 [2] => 0.79218866244888 [3] => 0.79569381083309 [4] => 0.79919895921729 [5] => 0.8027041076015 [6] => 0.8062092559857 [7] => 0.80971440436991 [8] => 0.81321955275411 [9] => 0.81672470113832 [10] => 0.82022984952252 [11] => 0.82373499790673 [12] => 0.82724014629093 [13] => 0.83074529467514 [14] => 0.83425044305935 [15] => 0.83775559144355 [16] => 0.84126073982776 [17] => 0.84476588821196 [18] => 0.84827103659617 [19] => 0.85177618498037 [20] => 0.85528133336458 [21] => 0.85878648174878 [22] => 0.86229163013299 [23] => 0.86579677851719 [24] => 0.8693019269014 ) [Error] => Array ( [0] => -0.020106164577678 [1] => 0.067803698803955 [2] => 0.0032046724824086 [3] => 0.014807536933444 [4] => 0.034458037675581 [5] => 0.038404976866657 [6] => -0.007213521541821 [7] => -0.078367428823953 [8] => -0.031033686262097 [9] => 0.020674323203704 [10] => -0.02797827761926 [11] => -0.10208923161698 [12] => -0.013992845393329 [13] => 0.035423852958631 [14] => 0.00010666965905981 [15] => -0.072832606793662 [16] => -0.011828306210158 [17] => 0.090287701019104 [18] => 0.05876391588725 [19] => -0.086853200330484 [20] => 0.060803966479125 [21] => 0.075863441151928 [22] => 0.018521962147803 [23] => -0.04076033729584 [24] => -0.02606914880339 ) [SquaredError] => Array ( [0] => 0.00040425785402467 [1] => 0.0045973415714975 [2] => 1.0269925719507E-5 [3] => 0.0002192631500353 [4] => 0.0011873563604517 [5] => 0.0014749422481285 [6] => 5.2034893034315E-5 [7] => 0.0061414539004773 [8] => 0.00096308968301425 [9] => 0.00042742763993121 [10] => 0.00078278401854036 [11] => 0.010422211212146 [12] => 0.00019579972220162 [13] => 0.0012548493584347 [14] => 1.1378416163936E-8 [15] => 0.0053045886123602 [16] => 0.00013990882780125 [17] => 0.008151868955315 [18] => 0.0034531978104038 [19] => 0.0075434784076471 [20] => 0.0036971223395946 [21] => 0.005755261703412 [22] => 0.00034306308180464 [23] => 0.0016614050964706 [24] => 0.00067960051933328 ) [TotalError] => 0.080834473024083 [SumError] => -4.3298697960381E-15 [SumSquaredError] => 0.064862588270196 [ErrorVariance] => 0.0028201125334868 [StdErr] => 0.053104731742913 [SlopeStdErr] => 0.0058914410236564 [SlopeVal] => [YIntStdErr] => 0.020620043582797 [YIntTVal] => 38.078404758345 [R] => 0.44450820128847 [RSquared] => 0.19758754101271 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 2.3798241347954 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.24033215531037 [1] => -0.080398976215889 [2] => -0.16494389827988 [3] => -0.18842499412941 [4] => -0.1249387366083 [5] => -0.047691990337875 [6] => -0.12436006299583 [7] => -0.26520017041115 [8] => -0.16749108729376 [9] => -0.051587034221399 [10] => -0.10457745396059 [11] => -0.20273245916928 [12] => -0.11747546204512 [13] => 0.010299956639812 [14] => -0.060480747381381 [15] => -0.15614457737684 [16] => -0.075720713938118 [17] => 0.093421685162235 [18] => 0.049218022670182 [19] => -0.073143291050308 [20] => 0.042575512440191 [21] => 0.11193427633268 [22] => 0.021189299069938 [23] => -0.13253251214095 [24] => -0.090979145788844 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.085620668653611 [SumXX] => 81.25 [SumXY] => 2.5336249997318 [SumYY] => 0.23490591584243 [Slope] => 0.031183076919776 [YInt] => -0.17916989941294 [PredictedY] => Array ( [0] => -0.17916989941294 [1] => -0.171374130183 [2] => -0.16357836095305 [3] => -0.15578259172311 [4] => -0.14798682249316 [5] => -0.14019105326322 [6] => -0.13239528403328 [7] => -0.12459951480333 [8] => -0.11680374557339 [9] => -0.10900797634344 [10] => -0.1012122071135 [11] => -0.093416437883555 [12] => -0.085620668653611 [13] => -0.077824899423667 [14] => -0.070029130193722 [15] => -0.062233360963778 [16] => -0.054437591733834 [17] => -0.04664182250389 [18] => -0.038846053273946 [19] => -0.031050284044002 [20] => -0.023254514814058 [21] => -0.015458745584114 [22] => -0.0076629763541695 [23] => 0.00013279287577467 [24] => 0.0079285621057188 ) [Error] => Array ( [0] => -0.061162255897429 [1] => 0.090975153967107 [2] => -0.0013655373268318 [3] => -0.032642402406299 [4] => 0.023048085884864 [5] => 0.092499062925345 [6] => 0.0080352210374438 [7] => -0.14060065560782 [8] => -0.050687341720376 [9] => 0.057420942122044 [10] => -0.0033652468470931 [11] => -0.10931602128573 [12] => -0.031854793391509 [13] => 0.088124856063479 [14] => 0.009548382812341 [15] => -0.093911216413061 [16] => -0.021283122204284 [17] => 0.14006350766613 [18] => 0.088064075944128 [19] => -0.042093007006306 [20] => 0.065830027254248 [21] => 0.1273930219168 [22] => 0.028852275424108 [23] => -0.13266530501672 [24] => -0.098907707894563 ) [SquaredError] => Array ( [0] => 0.0037408215464626 [1] => 0.0082764786393388 [2] => 1.864692190971E-6 [3] => 0.0010655264348547 [4] => 0.00053121426295605 [5] => 0.0085560766420669 [6] => 6.456477712058E-5 [7] => 0.019768544357349 [8] => 0.0025692066106782 [9] => 0.0032971645941831 [10] => 1.132488634187E-5 [11] => 0.011949992509742 [12] => 0.0010147278620157 [13] => 0.0077659902562088 [14] => 9.1171614331008E-5 [15] => 0.0088193165681807 [16] => 0.00045297129076249 [17] => 0.019617786179739 [18] => 0.0077552814718931 [19] => 0.0017718212388329 [20] => 0.0043335924882951 [21] => 0.016228982033093 [22] => 0.00083245379714856 [23] => 0.01760008315518 [24] => 0.0097827346809561 ) [TotalError] => 0.23490591584243 [SumError] => 1.0963452368173E-15 [SumSquaredError] => 0.15589969258992 [ErrorVariance] => 0.0067782475039096 [StdErr] => 0.082330112983705 [SlopeStdErr] => 0.0091337059654613 [SlopeVal] => [YIntStdErr] => 0.031967970879115 [YIntTVal] => -5.6046691261846 [R] => 0.57994081394283 [RSquared] => 0.33633134767667 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 3.4140662112065 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.85648721286863 [1] => 0.79539333493129 [2] => 0.81050134776653 [3] => 0.83365699689287 [4] => 0.84110908446815 [5] => 0.79899573444388 [6] => 0.73134697554595 [7] => 0.78218586649202 [8] => 0.83739902434202 [9] => 0.79225157190326 [10] => 0.72164576628975 [11] => 0.8132473008976 [12] => 0.86616914763377 [13] => 0.83435711271841 [14] => 0.76492298464989 [15] => 0.8294324336176 [16] => 0.93505358923106 [17] => 0.90703495248342 [18] => 0.76492298464989 [19] => 0.9160852998437 [20] => 0.93464992290071 [21] => 0.88081359228079 [22] => 0.82503644122135 [23] => 0.84323277809801 [24] => 0.91450182282731 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.83321733115992 [SumXX] => 81.25 [SumXY] => 1.1989124326144 [SumYY] => 0.083691051333157 [Slope] => 0.014755845324485 [YInt] => 0.78894979518646 [PredictedY] => Array ( [0] => 0.78894979518646 [1] => 0.79263875651758 [2] => 0.7963277178487 [3] => 0.80001667917982 [4] => 0.80370564051094 [5] => 0.80739460184207 [6] => 0.81108356317319 [7] => 0.81477252450431 [8] => 0.81846148583543 [9] => 0.82215044716655 [10] => 0.82583940849767 [11] => 0.82952836982879 [12] => 0.83321733115992 [13] => 0.83690629249104 [14] => 0.84059525382216 [15] => 0.84428421515328 [16] => 0.8479731764844 [17] => 0.85166213781552 [18] => 0.85535109914664 [19] => 0.85904006047776 [20] => 0.86272902180889 [21] => 0.86641798314001 [22] => 0.87010694447113 [23] => 0.87379590580225 [24] => 0.87748486713337 ) [Error] => Array ( [0] => 0.067537417682171 [1] => 0.0027545784137084 [2] => 0.014173629917827 [3] => 0.033640317713049 [4] => 0.037403443957209 [5] => -0.008398867398185 [6] => -0.079736587627233 [7] => -0.032586658012293 [8] => 0.018937538506592 [9] => -0.029898875263287 [10] => -0.10419364220793 [11] => -0.016281068931189 [12] => 0.032951816473855 [13] => -0.0025491797726316 [14] => -0.07567226917227 [15] => -0.014851781535681 [16] => 0.087080412746664 [17] => 0.055372814667895 [18] => -0.090428114496755 [19] => 0.057045239365938 [20] => 0.071920901091825 [21] => 0.014395609140784 [22] => -0.045070503249775 [23] => -0.03056312770424 [24] => 0.037016955693943 ) [SquaredError] => Array ( [0] => 0.004561302787176 [1] => 7.5877022372683E-6 [2] => 0.00020089178504753 [3] => 0.0011316709758349 [4] => 0.0013990176198601 [5] => 7.0540973572294E-5 [6] => 0.0063579234064354 [7] => 0.0010618902804101 [8] => 0.00035863036468867 [9] => 0.00089394274200961 [10] => 0.010856315076553 [11] => 0.00026507320554213 [12] => 0.0010858222089266 [13] => 6.498317513194E-6 [14] => 0.0057262923216804 [15] => 0.00022057541478359 [16] => 0.0075829982841294 [17] => 0.003066148604245 [18] => 0.0081772438914382 [19] => 0.0032541593343172 [20] => 0.0051726160138601 [21] => 0.00020723356253423 [22] => 0.002031350263188 [23] => 0.00093410477506571 [24] => 0.0013702550088473 ) [TotalError] => 0.083691051333157 [SumError] => -3.885780586188E-15 [SumSquaredError] => 0.066000084919896 [ErrorVariance] => 0.0028695689095607 [StdErr] => 0.053568357353579 [SlopeStdErr] => 0.0059428756670987 [SlopeVal] => [YIntStdErr] => 0.020800064834845 [YIntTVal] => 37.930160384153 [R] => 0.45976538118467 [RSquared] => 0.21138420573589 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 2.4829470026064 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.080398976215889 [1] => -0.16494389827988 [2] => -0.18842499412941 [3] => -0.1249387366083 [4] => -0.047691990337875 [5] => -0.12436006299583 [6] => -0.26520017041115 [7] => -0.16749108729376 [8] => -0.051587034221399 [9] => -0.10457745396059 [10] => -0.20273245916928 [11] => -0.11747546204512 [12] => 0.010299956639812 [13] => -0.060480747381381 [14] => -0.15614457737684 [15] => -0.075720713938118 [16] => 0.093421685162235 [17] => 0.049218022670182 [18] => -0.073143291050308 [19] => 0.042575512440191 [20] => 0.11193427633268 [21] => 0.021189299069938 [22] => -0.13253251214095 [23] => -0.090979145788844 [24] => 0.050766311233042 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.073976729991874 [SumXX] => 81.25 [SumXY] => 2.4399736077573 [SumYY] => 0.22618214733253 [Slope] => 0.030030444403167 [YInt] => -0.16406806320138 [PredictedY] => Array ( [0] => -0.16406806320138 [1] => -0.15656045210058 [2] => -0.14905284099979 [3] => -0.141545229899 [4] => -0.13403761879821 [5] => -0.12653000769742 [6] => -0.11902239659662 [7] => -0.11151478549583 [8] => -0.10400717439504 [9] => -0.09649956329425 [10] => -0.088991952193458 [11] => -0.081484341092666 [12] => -0.073976729991874 [13] => -0.066469118891082 [14] => -0.058961507790291 [15] => -0.051453896689499 [16] => -0.043946285588707 [17] => -0.036438674487915 [18] => -0.028931063387123 [19] => -0.021423452286332 [20] => -0.01391584118554 [21] => -0.0064082300847481 [22] => 0.0010993810160437 [23] => 0.0086069921168355 [24] => 0.016114603217627 ) [Error] => Array ( [0] => 0.083669086985487 [1] => -0.0083834461792999 [2] => -0.039372153129615 [3] => 0.0166064932907 [4] => 0.086345628460334 [5] => 0.0021699447015851 [6] => -0.14617777381453 [7] => -0.055976301797931 [8] => 0.052420140173642 [9] => -0.0080778906663426 [10] => -0.11374050697583 [11] => -0.035991120952454 [12] => 0.084276686631686 [13] => 0.0059883715097009 [14] => -0.097183069586548 [15] => -0.02426681724862 [16] => 0.13736797075094 [17] => 0.085656697158097 [18] => -0.044212227663184 [19] => 0.063998964726522 [20] => 0.12585011751822 [21] => 0.027597529154686 [22] => -0.13363189315699 [23] => -0.099586137905679 [24] => 0.034651708015415 ) [SquaredError] => Array ( [0] => 0.0070005161169849 [1] => 7.0282169841218E-5 [2] => 0.0015501664420618 [3] => 0.00027577561941407 [4] => 0.00745556755421 [5] => 4.7086600079371E-6 [6] => 0.021367941557371 [7] => 0.003133346362973 [8] => 0.0027478710958243 [9] => 6.5252317617384E-5 [10] => 0.012936902927118 [11] => 0.0012953607874141 [12] => 0.0071025599096154 [13] => 3.5860593338197E-5 [14] => 0.0094445490142639 [15] => 0.0005888784193779 [16] => 0.018869959388232 [17] => 0.0073370697680339 [18] => 0.0019547210749412 [19] => 0.0040958674860666 [20] => 0.01583825207935 [21] => 0.00076162361544375 [22] => 0.017857482868722 [23] => 0.009917398862969 [24] => 0.0012007408683856 ) [TotalError] => 0.22618214733253 [SumError] => -1.1796119636642E-16 [SumSquaredError] => 0.15290865555958 [ErrorVariance] => 0.0066482024156338 [StdErr] => 0.081536509709662 [SlopeStdErr] => 0.009045663587094 [SlopeVal] => [YIntStdErr] => 0.031659822554829 [YIntTVal] => -5.1822167643941 [R] => 0.56917298996769 [RSquared] => 0.32395789250876 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 3.3198719048112 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.79539333493129 [1] => 0.81050134776653 [2] => 0.83365699689287 [3] => 0.84110908446815 [4] => 0.79899573444388 [5] => 0.73134697554595 [6] => 0.78218586649202 [7] => 0.83739902434202 [8] => 0.79225157190326 [9] => 0.72164576628975 [10] => 0.8132473008976 [11] => 0.86616914763377 [12] => 0.83435711271841 [13] => 0.76492298464989 [14] => 0.8294324336176 [15] => 0.93505358923106 [16] => 0.90703495248342 [17] => 0.76492298464989 [18] => 0.9160852998437 [19] => 0.93464992290071 [20] => 0.88081359228079 [21] => 0.82503644122135 [22] => 0.84323277809801 [23] => 0.91450182282731 [24] => 0.86593266819319 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.8335951493729 [SumXX] => 81.25 [SumXY] => 1.3726855592676 [SumYY] => 0.084216288550568 [Slope] => 0.016894591498678 [YInt] => 0.78291137487686 [PredictedY] => Array ( [0] => 0.78291137487686 [1] => 0.78713502275153 [2] => 0.7913586706262 [3] => 0.79558231850087 [4] => 0.79980596637554 [5] => 0.80402961425021 [6] => 0.80825326212488 [7] => 0.81247690999955 [8] => 0.81670055787422 [9] => 0.82092420574889 [10] => 0.82514785362356 [11] => 0.82937150149823 [12] => 0.8335951493729 [13] => 0.83781879724757 [14] => 0.84204244512224 [15] => 0.84626609299691 [16] => 0.85048974087158 [17] => 0.85471338874624 [18] => 0.85893703662091 [19] => 0.86316068449558 [20] => 0.86738433237025 [21] => 0.87160798024492 [22] => 0.87583162811959 [23] => 0.88005527599426 [24] => 0.88427892386893 ) [Error] => Array ( [0] => 0.012481960054425 [1] => 0.023366325014996 [2] => 0.042298326266669 [3] => 0.045526765967281 [4] => -0.00081023193166085 [5] => -0.072682638704257 [6] => -0.026067395632865 [7] => 0.024922114342472 [8] => -0.024448985970956 [9] => -0.099278439459143 [10] => -0.011900552725954 [11] => 0.036797646135543 [12] => 0.0007619633455076 [13] => -0.072895812597679 [14] => -0.012610011504638 [15] => 0.088787496234159 [16] => 0.056545211611842 [17] => -0.089790404096356 [18] => 0.057148263222789 [19] => 0.071489238405127 [20] => 0.013429259910538 [21] => -0.046571539023569 [22] => -0.032598850021582 [23] => 0.034446546833053 [24] => -0.018346255675745 ) [SquaredError] => Array ( [0] => 0.00015579932680026 [1] => 0.00054598514470642 [2] => 0.0017891484049616 [3] => 0.0020726864194396 [4] => 6.5647578308288E-7 [5] => 0.0052827659690135 [6] => 0.0006795091150803 [7] => 0.00062111178329925 [8] => 0.00059775291500799 [9] => 0.0098562085414428 [10] => 0.0001416231551832 [11] => 0.0013540667611166 [12] => 5.8058813989713E-7 [13] => 0.0053137994942759 [14] => 0.0001590123901471 [15] => 0.0078832194875308 [16] => 0.003197360956228 [17] => 0.0080623166677869 [18] => 0.0032659239893811 [19] => 0.0051107112077451 [20] => 0.00018034502174479 [21] => 0.0021689082470238 [22] => 0.0010626850227296 [23] => 0.0011865645887217 [24] => 0.00033658509731979 ) [TotalError] => 0.084216288550568 [SumError] => -1.9984014443253E-15 [SumSquaredError] => 0.061025326770609 [ErrorVariance] => 0.002653275076983 [StdErr] => 0.051509951242289 [SlopeStdErr] => 0.00571451601233 [SlopeVal] => [YIntStdErr] => 0.020000806043155 [YIntTVal] => 39.143991156537 [R] => 0.5247607342964 [RSquared] => 0.27537382825929 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 2.9564343615846 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.16494389827988 [1] => -0.18842499412941 [2] => -0.1249387366083 [3] => -0.047691990337875 [4] => -0.12436006299583 [5] => -0.26520017041115 [6] => -0.16749108729376 [7] => -0.051587034221399 [8] => -0.10457745396059 [9] => -0.20273245916928 [10] => -0.11747546204512 [11] => 0.010299956639812 [12] => -0.060480747381381 [13] => -0.15614457737684 [14] => 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=> -0.020623947803009 [20] => -0.013093014587689 [21] => -0.0055620813723689 [22] => 0.0019688518429513 [23] => 0.0094997850582714 [24] => 0.017030718273592 ) [Error] => Array ( [0] => -0.001232219385792 [1] => -0.032244248450635 [2] => 0.023711075855152 [3] => 0.093426888910257 [4] => 0.0092278830369796 [5] => -0.13914315759366 [6] => -0.048965007691593 [7] => 0.059408112165452 [8] => -0.0011132407890614 [9] => -0.10679917921307 [10] => -0.029073115304229 [11] => 0.091171370165382 [12] => 0.012859732928869 [13] => -0.090335030281909 [14] => -0.017442100058509 [15] => 0.14416936582652 [16] => 0.092434770119151 [17] => -0.037457476816658 [18] => 0.07073039345852 [19] => 0.13255822413569 [20] => 0.034282313657627 [21] => -0.12697043076858 [22] => -0.092947997631795 [23] => 0.041266526174771 [24] => -0.081523452448879 ) [SquaredError] => Array ( [0] => 1.5183646147217E-6 [1] => 0.0010396915581463 [2] => 0.00056221511820875 [3] => 0.0087285835714494 [4] => 8.5153825344175E-5 [5] => 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[SlopeTVal] => 3.3347392140083 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.81050134776653 [1] => 0.83365699689287 [2] => 0.84110908446815 [3] => 0.79899573444388 [4] => 0.73134697554595 [5] => 0.78218586649202 [6] => 0.83739902434202 [7] => 0.79225157190326 [8] => 0.72164576628975 [9] => 0.8132473008976 [10] => 0.86616914763377 [11] => 0.83435711271841 [12] => 0.76492298464989 [13] => 0.8294324336176 [14] => 0.93505358923106 [15] => 0.90703495248342 [16] => 0.76492298464989 [17] => 0.9160852998437 [18] => 0.93464992290071 [19] => 0.88081359228079 [20] => 0.82503644122135 [21] => 0.84323277809801 [22] => 0.91450182282731 [23] => 0.86593266819319 [24] => 0.8561244442423 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.83602439374534 [SumXX] => 81.25 [SumXY] => 1.3161175469405 [SumYY] => 0.083116948345724 [Slope] => 0.016198369808499 [YInt] => 0.78742928431984 [PredictedY] => Array ( [0] => 0.78742928431984 [1] => 0.79147887677197 [2] => 0.79552846922409 [3] => 0.79957806167622 [4] => 0.80362765412834 [5] => 0.80767724658046 [6] => 0.81172683903259 [7] => 0.81577643148471 [8] => 0.81982602393684 [9] => 0.82387561638896 [10] => 0.82792520884109 [11] => 0.83197480129321 [12] => 0.83602439374534 [13] => 0.84007398619746 [14] => 0.84412357864959 [15] => 0.84817317110171 [16] => 0.85222276355384 [17] => 0.85627235600596 [18] => 0.86032194845809 [19] => 0.86437154091021 [20] => 0.86842113336234 [21] => 0.87247072581446 [22] => 0.87652031826659 [23] => 0.88056991071871 [24] => 0.88461950317083 ) [Error] => Array ( [0] => 0.023072063446689 [1] => 0.042178120120906 [2] => 0.045580615244063 [3] => -0.00058232723233387 [4] => 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[16] => 0.0076212513966783 [17] => 0.0035775882505368 [18] => 0.0055246477847434 [19] => 0.00027034105327279 [20] => 0.0018822315121678 [21] => 0.00085485758666994 [22] => 0.0014425946886966 [23] => 0.00021424886875101 [24] => 0.00081196838334066 ) [TotalError] => 0.083116948345724 [SumError] => -2.4424906541753E-15 [SumSquaredError] => 0.061797989608927 [ErrorVariance] => 0.0026868691134316 [StdErr] => 0.051835018215793 [SlopeStdErr] => 0.0057505789551277 [SlopeVal] => [YIntStdErr] => 0.020127026342947 [YIntTVal] => 39.12298175114 [R] => 0.50645189407283 [RSquared] => 0.25649352100996 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 2.8168241728174 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.18842499412941 [1] => -0.1249387366083 [2] => -0.047691990337875 [3] => -0.12436006299583 [4] => -0.26520017041115 [5] => -0.16749108729376 [6] => -0.051587034221399 [7] => -0.10457745396059 [8] => -0.20273245916928 [9] => -0.11747546204512 [10] => 0.010299956639812 [11] => -0.060480747381381 [12] => -0.15614457737684 [13] => -0.075720713938118 [14] => 0.093421685162235 [15] => 0.049218022670182 [16] => -0.073143291050308 [17] => 0.042575512440191 [18] => 0.11193427633268 [19] => 0.021189299069938 [20] => -0.13253251214095 [21] => -0.090979145788844 [22] => 0.050766311233042 [23] => -0.064492734175287 [24] => -0.13489602535887 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.07213856539341 [SumXX] => 81.25 [SumXY] => 1.9651755514319 [SumYY] => 0.22158251187701 [Slope] => 0.024186776017623 [YInt] => -0.14469889344628 [PredictedY] => Array ( [0] => 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0.018310903754174 ) [TotalError] => 0.22158251187701 [SumError] => -3.3306690738755E-16 [SumSquaredError] => 0.17405125097922 [ErrorVariance] => 0.0075674456947487 [StdErr] => 0.086991066752562 [SlopeStdErr] => 0.0096507923594977 [SlopeVal] => [YIntStdErr] => 0.033777773258242 [YIntTVal] => -4.2838493923211 [R] => 0.46315027582064 [RSquared] => 0.21450817799273 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 2.5061958766339 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.83365699689287 [1] => 0.84110908446815 [2] => 0.79899573444388 [3] => 0.73134697554595 [4] => 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[11] => 0.83305603811996 [12] => 0.83679192547064 [13] => 0.84052781282131 [14] => 0.84426370017199 [15] => 0.84799958752267 [16] => 0.85173547487335 [17] => 0.85547136222403 [18] => 0.8592072495747 [19] => 0.86294313692538 [20] => 0.86667902427606 [21] => 0.87041491162674 [22] => 0.87415079897741 [23] => 0.87788668632809 [24] => 0.88162257367877 ) [Error] => Array ( [0] => 0.041695719630371 [1] => 0.045411919854975 [2] => -0.00043731751997544 [3] => -0.07182196376858 [4] => -0.024718960173196 [5] => 0.026758310326132 [6] => -0.022125029463304 [7] => -0.0964667224275 [8] => -0.0086010751703191 [9] => 0.040584884215169 [10] => 0.0050369619491252 [11] => -0.068133053470069 [12] => -0.0073594918530371 [13] => 0.094525776409751 [14] => 0.062771252311425 [15] => -0.083076602872781 [16] => 0.064349824970355 [17] => 0.079178560676686 [18] => 0.021606342706088 [19] => -0.037906695704027 [20] => -0.023446246178049 [21] => 0.044086911200577 [22] => -0.0082181307842287 [23] => -0.021762242085792 [24] => -0.051932932779799 ) [SquaredError] => Array ( [0] => 0.0017385330354945 [1] => 0.0020622424649147 [2] => 1.9124661327747E-7 [3] => 0.0051583944795752 [4] => 0.00061102699204406 [5] => 0.00071600717150959 [6] => 0.00048951692875208 [7] => 0.0093058285359044 [8] => 7.3978494085479E-5 [9] => 0.0016471328267586 [10] => 2.5370985676935E-5 [11] => 0.0046421129751553 [12] => 5.4162120334919E-5 [13] => 0.0089351224058663 [14] => 0.0039402301167446 [15] => 0.0069017219448818 [16] => 0.0041408999737154 [17] => 0.0062692444708316 [18] => 0.00046683404513293 [19] => 0.0014369175791977 [20] => 0.0005497264598417 [21] => 0.0019436557392076 [22] => 6.7537673586688E-5 [23] => 0.00047359518060063 [24] => 0.0026970295071112 ) [TotalError] => 0.082490923939579 [SumError] => -3.7747582837255E-15 [SumSquaredError] => 0.064347013353537 [ErrorVariance] => 0.0027976962327625 [StdErr] => 0.052893253187552 [SlopeStdErr] => 0.0058679795844252 [SlopeVal] => [YIntStdErr] => 0.020537928545488 [YIntTVal] => 38.560913069127 [R] => 0.46898868460909 [RSquared] => 0.21995038629136 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 2.5466260043533 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.1249387366083 [1] => -0.047691990337875 [2] => -0.12436006299583 [3] => -0.26520017041115 [4] => -0.16749108729376 [5] => -0.051587034221399 [6] => -0.10457745396059 [7] => -0.20273245916928 [8] => -0.11747546204512 [9] => 0.010299956639812 [10] => -0.060480747381381 [11] => -0.15614457737684 [12] => -0.075720713938118 [13] => 0.093421685162235 [14] => 0.049218022670182 [15] => -0.073143291050308 [16] => 0.042575512440191 [17] => 0.11193427633268 [18] => 0.021189299069938 [19] => -0.13253251214095 [20] => -0.090979145788844 [21] => 0.050766311233042 [22] => -0.064492734175287 [23] => -0.13489602535887 [24] => -0.3429441471429 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.078319331513949 [SumXX] => 81.25 [SumXY] => 0.77482791279142 [SumYY] => 0.2804405947296 [Slope] => 0.0095363435420482 [YInt] => -0.10692836214009 [PredictedY] => Array ( [0] => -0.10692836214009 [1] => -0.10454427625458 [2] => -0.10216019036907 [3] => -0.099776104483558 [4] => -0.097392018598046 [5] => -0.095007932712534 [6] => -0.092623846827022 [7] => -0.090239760941509 [8] => -0.087855675055997 [9] => -0.085471589170485 [10] => -0.083087503284973 [11] => -0.080703417399461 [12] => -0.078319331513949 [13] => -0.075935245628437 [14] => -0.073551159742925 [15] => -0.071167073857413 [16] => -0.068782987971901 [17] => -0.066398902086389 [18] => -0.064014816200877 [19] => -0.061630730315365 [20] => 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SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.84110908446815 [1] => 0.79899573444388 [2] => 0.73134697554595 [3] => 0.78218586649202 [4] => 0.83739902434202 [5] => 0.79225157190326 [6] => 0.72164576628975 [7] => 0.8132473008976 [8] => 0.86616914763377 [9] => 0.83435711271841 [10] => 0.76492298464989 [11] => 0.8294324336176 [12] => 0.93505358923106 [13] => 0.90703495248342 [14] => 0.76492298464989 [15] => 0.9160852998437 [16] => 0.93464992290071 [17] => 0.88081359228079 [18] => 0.82503644122135 [19] => 0.84323277809801 [20] => 0.91450182282731 [21] => 0.86593266819319 [22] => 0.8561244442423 [23] => 0.82968964089897 [24] => 0.89817648349768 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.83937270493483 [SumXX] => 81.25 [SumXY] => 1.3881285451737 [SumYY] => 0.086082649560496 [Slope] => 0.017084659017523 [YInt] => 0.78811872788226 [PredictedY] => Array ( [0] => 0.78811872788226 [1] => 0.79238989263664 [2] => 0.79666105739102 [3] => 0.8009322221454 [4] => 0.80520338689978 [5] => 0.80947455165416 [6] => 0.81374571640854 [7] => 0.81801688116292 [8] => 0.82228804591731 [9] => 0.82655921067169 [10] => 0.83083037542607 [11] => 0.83510154018045 [12] => 0.83937270493483 [13] => 0.84364386968921 [14] => 0.84791503444359 [15] => 0.85218619919797 [16] => 0.85645736395235 [17] => 0.86072852870673 [18] => 0.86499969346111 [19] => 0.86927085821549 [20] => 0.87354202296987 [21] => 0.87781318772425 [22] => 0.88208435247863 [23] => 0.88635551723301 [24] => 0.8906266819874 ) [Error] => Array ( [0] => 0.052990356585894 [1] => 0.0066058418072407 [2] => -0.065314081845066 [3] => -0.018746355653386 [4] => 0.03219563744224 [5] => -0.017222979750899 [6] => 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[18] => 0.0015970615295785 [19] => 0.00067798161620446 [20] => 0.0016777052043616 [21] => 0.00014114674432808 [22] => 0.00067391683563888 [23] => 0.0032110215407051 [24] => 5.6999502844641E-5 ) [TotalError] => 0.086082649560496 [SumError] => -1.5543122344752E-15 [SumSquaredError] => 0.062366946693714 [ErrorVariance] => 0.0027116063779876 [StdErr] => 0.052073086887447 [SlopeStdErr] => 0.005776990302904 [SlopeVal] => [YIntStdErr] => 0.020219466060164 [YIntTVal] => 38.978216612505 [R] => 0.5248801964887 [RSquared] => 0.27549922066602 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 2.9573632846388 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.047691990337875 [1] => -0.12436006299583 [2] => -0.26520017041115 [3] => -0.16749108729376 [4] => -0.051587034221399 [5] => -0.10457745396059 [6] => -0.20273245916928 [7] => -0.11747546204512 [8] => 0.010299956639812 [9] => -0.060480747381381 [10] => -0.15614457737684 [11] => -0.075720713938118 [12] => 0.093421685162235 [13] => 0.049218022670182 [14] => -0.073143291050308 [15] => 0.042575512440191 [16] => 0.11193427633268 [17] => 0.021189299069938 [18] => -0.13253251214095 [19] => -0.090979145788844 [20] => 0.050766311233042 [21] => -0.064492734175287 [22] => -0.13489602535887 [23] => -0.3429441471429 [24] => -0.021819483062586 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.074194561372121 [SumXX] => 81.25 [SumXY] => 0.79281439158887 [SumYY] => 0.2810341154552 [Slope] => 0.0097577155887861 [YInt] => -0.10346770813848 [PredictedY] => Array ( [0] => -0.10346770813848 [1] => -0.10102827924128 [2] => -0.098588850344086 [3] => -0.096149421446889 [4] => -0.093709992549693 [5] => -0.091270563652496 [6] => -0.0888311347553 [7] => -0.086391705858103 [8] => -0.083952276960907 [9] => -0.08151284806371 [10] => -0.079073419166514 [11] => -0.076633990269317 [12] => -0.074194561372121 [13] => -0.071755132474924 [14] => -0.069315703577728 [15] => -0.066876274680531 [16] => -0.064436845783335 [17] => -0.061997416886138 [18] => -0.059557987988942 [19] => -0.057118559091745 [20] => -0.054679130194549 [21] => -0.052239701297352 [22] => -0.049800272400155 [23] => -0.047360843502959 [24] => -0.044921414605762 ) [Error] => Array ( [0] => 0.055775717800604 [1] => -0.023331783754549 [2] => -0.16661132006707 [3] => -0.071341665846874 [4] => 0.042122958328294 [5] => -0.013306890308096 [6] => -0.11390132441398 [7] => -0.031083756187016 [8] => 0.094252233600719 [9] => 0.021032100682329 [10] => -0.077071158210325 [11] => 0.00091327633119882 [12] => 0.16761624653436 [13] => 0.12097315514511 [14] => -0.0038275874725801 [15] => 0.10945178712072 [16] => 0.17637112211602 [17] => 0.083186715956076 [18] => -0.072974524152007 [19] => -0.033860586697099 [20] => 0.10544544142759 [21] => -0.012253032877935 [22] => -0.085095752958717 [23] => -0.29558330363994 [24] => 0.023101931543176 ) [SquaredError] => Array ( [0] => 0.0031109306961726 [1] => 0.00054437213316905 [2] => 0.027759331974491 [3] => 0.0050896332858071 [4] => 0.0017743436183272 [5] => 0.00017707332967169 [6] => 0.01297351170326 [7] => 0.00096619989869387 [8] => 0.0088834835387244 [9] => 0.00044234925911161 [10] => 0.005939963427881 [11] => 8.3407365712798E-7 [12] => 0.028095206102266 [13] => 0.014634504265762 [14] => 1.4650425860252E-5 [15] => 0.01197969370392 [16] => 0.031106772716463 [17] => 0.0069200297115569 [18] => 0.0053252811752118 [19] => 0.0011465393314718 [20] => 0.011118741117859 [21] => 0.00015013681470776 [22] => 0.0072412871716109 [23] => 0.087369489390699 [24] => 0.00053369924102561 ) [TotalError] => 0.2810341154552 [SumError] => 1.9775847626136E-16 [SumSquaredError] => 0.27329805810738 [ErrorVariance] => 0.011882524265538 [StdErr] => 0.10900699181951 [SlopeStdErr] => 0.012093239950441 [SlopeVal] => [YIntStdErr] => 0.042326339826542 [YIntTVal] => -2.4445229273899 [R] => 0.16591296273185 [RSquared] => 0.027527111202461 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 0.80687356149173 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.79899573444388 [1] => 0.73134697554595 [2] => 0.78218586649202 [3] => 0.83739902434202 [4] => 0.79225157190326 [5] => 0.72164576628975 [6] => 0.8132473008976 [7] => 0.86616914763377 [8] => 0.83435711271841 [9] => 0.76492298464989 [10] => 0.8294324336176 [11] => 0.93505358923106 [12] => 0.90703495248342 [13] => 0.76492298464989 [14] => 0.9160852998437 [15] => 0.93464992290071 [16] => 0.88081359228079 [17] => 0.82503644122135 [18] => 0.84323277809801 [19] => 0.91450182282731 [20] => 0.86593266819319 [21] => 0.8561244442423 [22] => 0.82968964089897 [23] => 0.89817648349768 [24] => 0.90031249698373 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.84174084143545 [SumXX] => 81.25 [SumXY] => 1.5765911548037 [SumYY] => 0.089653091039436 [Slope] => 0.019404198828353 [YInt] => 0.78352824495039 [PredictedY] => Array ( [0] => 0.78352824495039 [1] => 0.78837929465748 [2] => 0.79323034436457 [3] => 0.79808139407166 [4] => 0.80293244377874 [5] => 0.80778349348583 [6] => 0.81263454319292 [7] => 0.81748559290001 [8] => 0.8223366426071 [9] => 0.82718769231419 [10] => 0.83203874202127 [11] => 0.83688979172836 [12] => 0.84174084143545 [13] => 0.84659189114254 [14] => 0.85144294084963 [15] => 0.85629399055672 [16] => 0.8611450402638 [17] => 0.86599608997089 [18] => 0.87084713967798 [19] => 0.87569818938507 [20] => 0.88054923909216 [21] => 0.88540028879925 [22] => 0.89025133850633 [23] => 0.89510238821342 [24] => 0.89995343792051 ) [Error] => Array ( [0] => 0.015467489493491 [1] => -0.057032319111524 [2] => -0.011044477872551 [3] => 0.039317630270367 [4] => -0.01068087187548 [5] => -0.086137727196086 [6] => 0.00061275770468461 [7] => 0.048683554733762 [8] => 0.012020470111308 [9] => -0.062264707664297 [10] => -0.0026063084036753 [11] => 0.098163797502703 [12] => 0.065294111047966 [13] => -0.081668906492651 [14] => 0.064642358994075 [15] => 0.078355932343995 [16] => 0.019668552016987 [17] => -0.040959648749539 [18] => -0.027614361579971 [19] => 0.038803633442245 [20] => -0.014616570898972 [21] => -0.029275844556945 [22] => -0.060561697607363 [23] => 0.003074095284254 [24] => 0.00035905906321554 ) [SquaredError] => Array ( [0] => 0.00023924323123125 [1] => 0.0032526854232387 [2] => 0.00012198049147726 [3] => 0.0015458760500773 [4] => 0.00011408102402041 [5] => 0.0074197080465073 [6] => 3.7547200465035E-7 [7] => 0.0023700885015152 [8] => 0.00014449170169685 [9] => 0.0038768938205204 [10] => 6.7928434950683E-6 [11] => 0.0096361311401516 [12] => 0.0042633209375441 [13] => 0.0066698102877053 [14] => 0.0041786345763189 [15] => 0.0061396521334968 [16] => 0.00038685193844493 [17] => 0.0016776928256856 [18] => 0.0007625529654694 [19] => 0.0015057219683201 [20] => 0.00021364414484466 [21] => 0.00085707507452243 [22] => 0.0036677192170857 [23] => 9.4500618166724E-6 [24] => 1.2892341087722E-7 ) [TotalError] => 0.089653091039436 [SumError] => 3.3306690738755E-16 [SumSquaredError] => 0.059060602800601 [ErrorVariance] => 0.0025678522956783 [StdErr] => 0.050673980460176 [SlopeStdErr] => 0.0056217733809546 [SlopeVal] => [YIntStdErr] => 0.019676206833341 [YIntTVal] => 39.821102288003 [R] => 0.58415051920598 [RSquared] => 0.34123182908861 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 3.4516152668286 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.12436006299583 [1] => -0.26520017041115 [2] => -0.16749108729376 [3] => -0.051587034221399 [4] => -0.10457745396059 [5] => -0.20273245916928 [6] => -0.11747546204512 [7] => 0.010299956639812 [8] => -0.060480747381381 [9] => -0.15614457737684 [10] => -0.075720713938118 [11] => 0.093421685162235 [12] => 0.049218022670182 [13] => -0.073143291050308 [14] => 0.042575512440191 [15] => 0.11193427633268 [16] => 0.021189299069938 [17] => -0.13253251214095 [18] => -0.090979145788844 [19] => 0.050766311233042 [20] => -0.064492734175287 [21] => -0.13489602535887 [22] => -0.3429441471429 [23] => -0.021819483062586 [24] => -0.094743951251549 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.076076639808668 [SumXX] => 81.25 [SumXY] => 0.81729957781188 [SumYY] => 0.28066545112716 [Slope] => 0.010059071726915 [YInt] => -0.10625385498941 [PredictedY] => Array ( [0] => -0.10625385498941 [1] => -0.10373908705769 [2] => -0.10122431912596 [3] => -0.098709551194227 [4] => -0.096194783262499 [5] => -0.09368001533077 [6] => -0.091165247399041 [7] => -0.088650479467312 [8] => -0.086135711535583 [9] => -0.083620943603854 [10] => -0.081106175672125 [11] => -0.078591407740396 [12] => -0.076076639808668 [13] => -0.073561871876939 [14] => -0.07104710394521 [15] => -0.068532336013481 [16] => -0.066017568081752 [17] => -0.063502800150023 [18] => -0.060988032218294 [19] => -0.058473264286565 [20] => -0.055958496354837 [21] => -0.053443728423108 [22] => -0.050928960491379 [23] => -0.04841419255965 [24] => -0.045899424627921 ) [Error] => Array ( [0] => -0.018106208006418 [1] => -0.16146108335347 [2] => -0.066266768167807 [3] => 0.047122516972828 [4] => -0.0083826706980935 [5] => -0.10905244383851 [6] => -0.026310214646079 [7] => 0.098950436107124 [8] => 0.025654964154202 [9] => -0.072523633772985 [10] => 0.005385461734007 [11] => 0.17201309290263 [12] => 0.12529466247885 [13] => 0.00041858082663104 [14] => 0.1136226163854 [15] => 0.18046661234616 [16] => 0.08720686715169 [17] => -0.069029711990925 [18] => -0.02999111357055 [19] => 0.10923957551961 [20] => -0.0085342378204506 [21] => -0.081452296935764 [22] => -0.29201518665152 [23] => 0.026594709497064 [24] => -0.048844526623628 ) [SquaredError] => Array ( [0] => 0.00032783476837166 [1] => 0.026069681437675 [2] => 0.0043912845634059 [3] => 0.0022205316058545 [4] => 7.0269168032676E-5 [5] => 0.011892435507152 [6] => 0.00069222739472273 [7] => 0.00979118880579 [8] => 0.00065817718575337 [9] => 0.005259677455638 [10] => 2.9003198088453E-5 [11] => 0.029588504129929 [12] => 0.015698752445689 [13] => 1.7520990842313E-7 [14] => 0.012910098954264 [15] => 0.0325681981717 [16] => 0.0076050376784125 [17] => 0.0047651011375501 [18] => 0.0008994668932016 [19] => 0.011933284859704 [20] => 7.2833215176009E-5 [21] => 0.0066344766761119 [22] => 0.08527286923512 [23] => 0.00070727857323322 [24] => 0.0023857877810863 ) [TotalError] => 0.28066545112716 [SumError] => -3.7470027081099E-16 [SumSquaredError] => 0.27244417605157 [ErrorVariance] => 0.011845398958764 [StdErr] => 0.1088365699513 [SlopeStdErr] => 0.012074333341693 [SlopeVal] => [YIntStdErr] => 0.042260166695926 [YIntTVal] => -2.514279126108 [R] => 0.1711492939282 [RSquared] => 0.029292080812122 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 0.8330954134073 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.73134697554595 [1] => 0.78218586649202 [2] => 0.83739902434202 [3] => 0.79225157190326 [4] => 0.72164576628975 [5] => 0.8132473008976 [6] => 0.86616914763377 [7] => 0.83435711271841 [8] => 0.76492298464989 [9] => 0.8294324336176 [10] => 0.93505358923106 [11] => 0.90703495248342 [12] => 0.76492298464989 [13] => 0.9160852998437 [14] => 0.93464992290071 [15] => 0.88081359228079 [16] => 0.82503644122135 [17] => 0.84323277809801 [18] => 0.91450182282731 [19] => 0.86593266819319 [20] => 0.8561244442423 [21] => 0.82968964089897 [22] => 0.89817648349768 [23] => 0.90031249698373 [24] => 0.81564414913197 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.84240677802297 [SumXX] => 81.25 [SumXY] => 1.3593794801707 [SumYY] => 0.088495897428433 [Slope] => 0.016730824371331 [YInt] => 0.79221430490898 [PredictedY] => Array ( [0] => 0.79221430490898 [1] => 0.79639701100181 [2] => 0.80057971709465 [3] => 0.80476242318748 [4] => 0.80894512928031 [5] => 0.81312783537314 [6] => 0.81731054146598 [7] => 0.82149324755881 [8] => 0.82567595365164 [9] => 0.82985865974448 [10] => 0.83404136583731 [11] => 0.83822407193014 [12] => 0.84240677802297 [13] => 0.84658948411581 [14] => 0.85077219020864 [15] => 0.85495489630147 [16] => 0.85913760239431 [17] => 0.86332030848714 [18] => 0.86750301457997 [19] => 0.8716857206728 [20] => 0.87586842676564 [21] => 0.88005113285847 [22] => 0.8842338389513 [23] => 0.88841654504413 [24] => 0.89259925113697 ) [Error] => Array ( [0] => -0.060867329363025 [1] => -0.014211144509797 [2] => 0.036819307247377 [3] => -0.012510851284215 [4] => -0.087299362990565 [5] => 0.00011946552446074 [6] => 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[18] => 0.0022088879766705 [19] => 3.3097612833232E-5 [20] => 0.0003898248458818 [21] => 0.0025362798723866 [22] => 0.00019439733694655 [23] => 0.00014151367254908 [24] => 0.0059220877246003 ) [TotalError] => 0.088495897428433 [SumError] => 2.6645352591004E-15 [SumSquaredError] => 0.065752358091706 [ErrorVariance] => 0.0028587981779003 [StdErr] => 0.053467730248256 [SlopeStdErr] => 0.005931712092085 [SlopeVal] => [YIntStdErr] => 0.020760992322298 [YIntTVal] => 38.15878801025 [R] => 0.50695271848491 [RSquared] => 0.25700105877925 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 2.8205725617829 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.26520017041115 [1] => -0.16749108729376 [2] => -0.051587034221399 [3] => -0.10457745396059 [4] => -0.20273245916928 [5] => -0.11747546204512 [6] => 0.010299956639812 [7] => -0.060480747381381 [8] => -0.15614457737684 [9] => -0.075720713938118 [10] => 0.093421685162235 [11] => 0.049218022670182 [12] => -0.073143291050308 [13] => 0.042575512440191 [14] => 0.11193427633268 [15] => 0.021189299069938 [16] => -0.13253251214095 [17] => -0.090979145788844 [18] => 0.050766311233042 [19] => -0.064492734175287 [20] => -0.13489602535887 [21] => -0.3429441471429 [22] => -0.021819483062586 [23] => -0.094743951251549 [24] => -0.57675412606319 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.094172402331362 [SumXX] => 81.25 [SumXY] => -0.84165400630997 [SumYY] => 0.52082569188269 [Slope] => -0.0103588185392 [YInt] => -0.063095946713763 [PredictedY] => Array ( [0] => -0.063095946713763 [1] => -0.065685651348563 [2] => -0.068275355983363 [3] => -0.070865060618163 [4] => -0.073454765252963 [5] => -0.076044469887763 [6] => -0.078634174522563 [7] => -0.081223879157362 [8] => -0.083813583792162 [9] => -0.086403288426962 [10] => -0.088992993061762 [11] => -0.091582697696562 [12] => -0.094172402331362 [13] => -0.096762106966162 [14] => -0.099351811600962 [15] => -0.10194151623576 [16] => -0.10453122087056 [17] => -0.10712092550536 [18] => -0.10971063014016 [19] => -0.11230033477496 [20] => -0.11489003940976 [21] => -0.11747974404456 [22] => -0.12006944867936 [23] => -0.12265915331416 [24] => -0.12524885794896 ) [Error] => Array ( [0] => -0.20210422369739 [1] => -0.1018054359452 [2] => 0.016688321761964 [3] => -0.033712393342429 [4] => -0.12927769391632 [5] => -0.041430992157357 [6] => 0.088934131162374 [7] => 0.020743131775981 [8] => -0.072330993584677 [9] => 0.010682574488844 [10] => 0.182414678224 [11] => 0.14080072036674 [12] => 0.021029111281054 [13] => 0.13933761940635 [14] => 0.21128608793364 [15] => 0.1231308153057 [16] => -0.028001291270387 [17] => 0.016141779716518 [18] => 0.1604769413732 [19] => 0.047807600599674 [20] => -0.020005985949111 [21] => -0.22546440309833 [22] => 0.098249965616775 [23] => 0.027915202062612 [24] => -0.45150526811423 ) [SquaredError] => Array ( [0] => 0.040846117236325 [1] => 0.010364346787992 [2] => 0.00027850008323084 [3] => 0.0011365254648747 [4] => 0.016712722144322 [5] => 0.001716527111143 [6] => 0.0079092796856064 [7] => 0.00043027751587571 [8] => 0.0052317726329465 [9] => 0.0001141173977097 [10] => 0.033275114831564 [11] => 0.019824842855794 [12] => 0.00044222352127097 [13] => 0.01941497218183 [14] => 0.044641810954303 [15] => 0.015161197677846 [16] => 0.00078407231280904 [17] => 0.00026055705241658 [18] => 0.025752848712499 [19] => 0.002285566675098 [20] => 0.00040023947379602 [21] => 0.050834197064488 [22] => 0.0096530557436975 [23] => 0.00077925850619648 [24] => 0.2038570071349 ) [TotalError] => 0.52082569188269 [SumError] => -3.3306690738755E-16 [SumSquaredError] => 0.51210715075854 [ErrorVariance] => 0.02226552829385 [StdErr] => 0.14921638078257 [SlopeStdErr] => 0.016554071140022 [SlopeVal] => [YIntStdErr] => 0.057939248990078 [YIntTVal] => -1.0890018047105 [R] => -0.12938255121319 [RSquared] => 0.016739844558435 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -0.62575655568832 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.78218586649202 [1] => 0.83739902434202 [2] => 0.79225157190326 [3] => 0.72164576628975 [4] => 0.8132473008976 [5] => 0.86616914763377 [6] => 0.83435711271841 [7] => 0.76492298464989 [8] => 0.8294324336176 [9] => 0.93505358923106 [10] => 0.90703495248342 [11] => 0.76492298464989 [12] => 0.9160852998437 [13] => 0.93464992290071 [14] => 0.88081359228079 [15] => 0.82503644122135 [16] => 0.84323277809801 [17] => 0.91450182282731 [18] => 0.86593266819319 [19] => 0.8561244442423 [20] => 0.82968964089897 [21] => 0.89817648349768 [22] => 0.90031249698373 [23] => 0.81564414913197 [24] => 0.8608767964033 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.84758797085727 [SumXX] => 81.25 [SumXY] => 1.0538451772613 [SumYY] => 0.075831640301515 [Slope] => 0.012970402181678 [YInt] => 0.80867676431223 [PredictedY] => Array ( [0] => 0.80867676431223 [1] => 0.81191936485765 [2] => 0.81516196540307 [3] => 0.81840456594849 [4] => 0.82164716649391 [5] => 0.82488976703933 [6] => 0.82813236758475 [7] => 0.83137496813017 [8] => 0.83461756867559 [9] => 0.83786016922101 [10] => 0.84110276976643 [11] => 0.84434537031185 [12] => 0.84758797085727 [13] => 0.85083057140269 [14] => 0.85407317194811 [15] => 0.85731577249353 [16] => 0.86055837303895 [17] => 0.86380097358436 [18] => 0.86704357412978 [19] => 0.8702861746752 [20] => 0.87352877522062 [21] => 0.87677137576604 [22] => 0.88001397631146 [23] => 0.88325657685688 [24] => 0.8864991774023 ) [Error] => Array ( [0] => -0.026490897820218 [1] => 0.025479659484369 [2] => -0.022910393499809 [3] => -0.096758799658746 [4] => -0.008399865596307 [5] => 0.041279380594439 [6] => 0.0062247451336542 [7] => -0.066451983480282 [8] => -0.0051851350579912 [9] => 0.097193420010056 [10] => 0.065932182716988 [11] => -0.07942238566196 [12] => 0.068497328986435 [13] => 0.083819351498024 [14] => 0.026740420332685 [15] => -0.032279331272172 [16] => -0.017325594940936 [17] => 0.050700849242949 [18] => -0.0011109059365982 [19] => -0.014161730432903 [20] => -0.043839134321652 [21] => 0.021405107731634 [22] => 0.020298520672264 [23] => -0.067612427724916 [24] => -0.025622380999003 ) [SquaredError] => Array ( [0] => 0.00070176766732123 [1] => 0.00064921304743938 [2] => 0.00052488613031609 [3] => 0.0093622653114014 [4] => 7.0557742036022E-5 [5] => 0.0017039872622606 [6] => 3.8747451978952E-5 [7] => 0.0044158661084637 [8] => 2.688562556961E-5 [9] => 0.0094465608932511 [10] => 0.0043470527178263 [11] => 0.0063079153442371 [12] => 0.0046918840782759 [13] => 0.0070256836855493 [14] => 0.00071505007956866 [15] => 0.0010419552273786 [16] => 0.00030017624005738 [17] => 0.0025705761139563 [18] => 1.2341119999692E-6 [19] => 0.00020055460885422 [20] => 0.0019218696980718 [21] => 0.00045817863700286 [22] => 0.00041202994148235 [23] => 0.004571440382857 [24] => 0.00065650640805807 ) [TotalError] => 0.075831640301515 [SumError] => 3.3306690738755E-15 [SumSquaredError] => 0.062162844515214 [ErrorVariance] => 0.0027027323702267 [StdErr] => 0.05198780982333 [SlopeStdErr] => 0.0057675296620642 [SlopeVal] => [YIntStdErr] => 0.020186353817225 [YIntTVal] => 40.060566243628 [R] => 0.42456080927358 [RSquared] => 0.18025188077104 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 2.2488661422915 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.16749108729376 [1] => -0.051587034221399 [2] => -0.10457745396059 [3] => -0.20273245916928 [4] => -0.11747546204512 [5] => 0.010299956639812 [6] => -0.060480747381381 [7] => -0.15614457737684 [8] => -0.075720713938118 [9] => 0.093421685162235 [10] => 0.049218022670182 [11] => -0.073143291050308 [12] => 0.042575512440191 [13] => 0.11193427633268 [14] => 0.021189299069938 [15] => -0.13253251214095 [16] => -0.090979145788844 [17] => 0.050766311233042 [18] => -0.064492734175287 [19] => -0.13489602535887 [20] => -0.3429441471429 [21] => -0.021819483062586 [22] => -0.094743951251549 [23] => -0.57675412606319 [24] => -0.19044028536473 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.091182006929505 [SumXX] => 81.25 [SumXY] => -1.6862979016694 [SumYY] => 0.50061913811558 [Slope] => -0.020754435712854 [YInt] => -0.028918699790943 [PredictedY] => Array ( [0] => -0.028918699790943 [1] => -0.034107308719156 [2] => -0.03929591764737 [3] => -0.044484526575583 [4] => -0.049673135503797 [5] => -0.05486174443201 [6] => -0.060050353360224 [7] => -0.065238962288437 [8] => -0.070427571216651 [9] => -0.075616180144865 [10] => -0.080804789073078 [11] => -0.085993398001292 [12] => -0.091182006929505 [13] => -0.096370615857719 [14] => -0.10155922478593 [15] => -0.10674783371415 [16] => -0.11193644264236 [17] => -0.11712505157057 [18] => -0.12231366049879 [19] => -0.127502269427 [20] => -0.13269087835521 [21] => -0.13787948728343 [22] => -0.14306809621164 [23] => -0.14825670513985 [24] => -0.15344531406807 ) [Error] => Array ( [0] => -0.13857238750282 [1] => -0.017479725502243 [2] => -0.065281536313222 [3] => -0.1582479325937 [4] => -0.067802326541323 [5] => 0.065161701071822 [6] => -0.00043039402115759 [7] => -0.090905615088402 [8] => -0.0052931427214674 [9] => 0.1690378653071 [10] => 0.13002281174326 [11] => 0.012850106950984 [12] => 0.1337575193697 [13] => 0.2083048921904 [14] => 0.12274852385587 [15] => -0.025784678426803 [16] => 0.020957296853515 [17] => 0.16789136280362 [18] => 0.057820926323499 [19] => -0.007393755931872 [20] => -0.21025326878768 [21] => 0.11606000422084 [22] => 0.048324144960092 [23] => -0.42849742092334 [24] => -0.036994971296664 ) [SquaredError] => Array ( [0] => 0.019202306578232 [1] => 0.00030554080363376 [2] => 0.0042616789834146 [3] => 0.02504240817018 [4] => 0.0045971554844162 [5] => 0.0042460472865735 [6] => 1.852390134482E-7 [7] => 0.0082638308546006 [8] => 2.8017359869823E-5 [9] => 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0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.83739902434202 [1] => 0.79225157190326 [2] => 0.72164576628975 [3] => 0.8132473008976 [4] => 0.86616914763377 [5] => 0.83435711271841 [6] => 0.76492298464989 [7] => 0.8294324336176 [8] => 0.93505358923106 [9] => 0.90703495248342 [10] => 0.76492298464989 [11] => 0.9160852998437 [12] => 0.93464992290071 [13] => 0.88081359228079 [14] => 0.82503644122135 [15] => 0.84323277809801 [16] => 0.91450182282731 [17] => 0.86593266819319 [18] => 0.8561244442423 [19] => 0.82968964089897 [20] => 0.89817648349768 [21] => 0.90031249698373 [22] => 0.81564414913197 [23] => 0.8608767964033 [24] => 0.90346982850717 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.85243932933787 [SumXX] => 81.25 [SumXY] => 1.008933911024 [SumYY] => 0.074088595082832 [Slope] => 0.012417648135679 [YInt] => 0.81518638493084 [PredictedY] => Array ( [0] => 0.81518638493084 [1] => 0.81829079696476 [2] => 0.82139520899867 [3] => 0.82449962103259 [4] => 0.82760403306651 [5] => 0.83070844510043 [6] => 0.83381285713435 [7] => 0.83691726916827 [8] => 0.84002168120219 [9] => 0.84312609323611 [10] => 0.84623050527003 [11] => 0.84933491730395 [12] => 0.85243932933787 [13] => 0.85554374137179 [14] => 0.85864815340571 [15] => 0.86175256543963 [16] => 0.86485697747355 [17] => 0.86796138950747 [18] => 0.87106580154139 [19] => 0.87417021357531 [20] => 0.87727462560923 [21] => 0.88037903764315 [22] => 0.88348344967707 [23] => 0.88658786171099 [24] => 0.88969227374491 ) [Error] => Array ( [0] => 0.022212639411187 [1] => -0.026039225061491 [2] => -0.099749442708929 [3] => -0.01125232013499 [4] => 0.038565114567256 [5] => 0.0036486676179706 [6] => -0.068889872484466 [7] => -0.0074848355506757 [8] => 0.095031908028871 [9] => 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0.0004368876631887 [21] => 0.00039734280128231 [22] => 0.0046021706984494 [23] => 0.00066105887925653 [24] => 0.00018982101522701 ) [TotalError] => 0.074088595082832 [SumError] => 4.2188474935756E-15 [SumSquaredError] => 0.061560008783581 [ErrorVariance] => 0.0026765221210253 [StdErr] => 0.051735114970639 [SlopeStdErr] => 0.0057394956851897 [SlopeVal] => [YIntStdErr] => 0.020088234898164 [YIntTVal] => 40.580289361578 [R] => 0.41122106611039 [RSquared] => 0.16910276521296 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 2.1635434220679 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.051587034221399 [1] => -0.10457745396059 [2] => -0.20273245916928 [3] => -0.11747546204512 [4] => 0.010299956639812 [5] => -0.060480747381381 [6] => -0.15614457737684 [7] => -0.075720713938118 [8] => 0.093421685162235 [9] => 0.049218022670182 [10] => -0.073143291050308 [11] => 0.042575512440191 [12] => 0.11193427633268 [13] => 0.021189299069938 [14] => -0.13253251214095 [15] => -0.090979145788844 [16] => 0.050766311233042 [17] => -0.064492734175287 [18] => -0.13489602535887 [19] => -0.3429441471429 [20] => -0.021819483062586 [21] => -0.094743951251549 [22] => -0.57675412606319 [23] => -0.19044028536473 [24] => -0.015922966097169 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.085119282081641 [SumXX] => 81.25 [SumXY] => -1.7085252903562 [SumYY] => 0.49954106978202 [Slope] => -0.021028003573615 [YInt] => -0.022035271360796 [PredictedY] => Array ( [0] => -0.022035271360796 [1] => -0.0272922722542 [2] => -0.032549273147603 [3] => -0.037806274041007 [4] => -0.043063274934411 [5] => -0.048320275827815 [6] => -0.053577276721219 [7] => -0.058834277614622 [8] => -0.064091278508026 [9] => -0.06934827940143 [10] => -0.074605280294834 [11] => -0.079862281188238 [12] => -0.085119282081641 [13] => -0.090376282975045 [14] => -0.095633283868449 [15] => -0.10089028476185 [16] => -0.10614728565526 [17] => -0.11140428654866 [18] => -0.11666128744206 [19] => -0.12191828833547 [20] => -0.12717528922887 [21] => -0.13243229012228 [22] => -0.13768929101568 [23] => -0.14294629190908 [24] => -0.14820329280249 ) [Error] => Array ( [0] => -0.029551762860603 [1] => -0.077285181706392 [2] => -0.17018318602168 [3] => -0.079669188004112 [4] => 0.053363231574223 [5] => -0.012160471553567 [6] => -0.10256730065562 [7] => -0.016886436323496 [8] => 0.15751296367026 [9] => 0.11856630207161 [10] => 0.0014619892445261 [11] => 0.12243779362843 [12] => 0.19705355841432 [13] => 0.11156558204498 [14] => -0.0368992282725 [15] => 0.0099111389730089 [16] => 0.1569135968883 [17] => 0.046911552373373 [18] => -0.018234737916808 [19] => -0.22102585880743 [20] => 0.10535580616629 [21] => 0.037688338870727 [22] => -0.43906483504751 [23] => -0.047493993455649 [24] => 0.13228032670532 ) [SquaredError] => Array ( [0] => 0.00087330668816933 [1] => 0.0059729993113901 [2] => 0.02896231680449 [3] => 0.0063471795172346 [4] => 0.0028476344840441 [5] => 0.0001478770684051 [6] => 0.01052005116378 [7] => 0.00028515173170748 [8] => 0.024810333724189 [9] => 0.014057967986937 [10] => 2.1374125511101E-6 [11] => 0.014991013308598 [12] => 0.038830104883747 [13] => 0.012446879097036 [14] => 0.001361553047106 [15] => 9.8230675742296E-5 [16] => 0.024621876888424 [17] => 0.0022006937460797 [18] => 0.00033250566689467 [19] => 0.048852430261561 [20] => 0.011099845892948 [21] => 0.0014204108868347 [22] => 0.1927779293753 [23] => 0.0022556794143652 [24] => 0.017498084833266 ) [TotalError] => 0.49954106978202 [SumError] => -1.3877787807814E-16 [SumSquaredError] => 0.4636141938708 [ErrorVariance] => 0.020157138863948 [StdErr] => 0.14197583901477 [SlopeStdErr] => 0.015750805152147 [SlopeVal] => [YIntStdErr] => 0.055127818032514 [YIntTVal] => -0.39971238019614 [R] => -0.26817860490446 [RSquared] => 0.071919764128503 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -1.335043089575 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.79225157190326 [1] => 0.72164576628975 [2] => 0.8132473008976 [3] => 0.86616914763377 [4] => 0.83435711271841 [5] => 0.76492298464989 [6] => 0.8294324336176 [7] => 0.93505358923106 [8] => 0.90703495248342 [9] => 0.76492298464989 [10] => 0.9160852998437 [11] => 0.93464992290071 [12] => 0.88081359228079 [13] => 0.82503644122135 [14] => 0.84323277809801 [15] => 0.91450182282731 [16] => 0.86593266819319 [17] => 0.8561244442423 [18] => 0.82968964089897 [19] => 0.89817648349768 [20] => 0.90031249698373 [21] => 0.81564414913197 [22] => 0.8608767964033 [23] => 0.90346982850717 [24] => 0.81444737852249 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.85152126350509 [SumXX] => 81.25 [SumXY] => 0.84607706734128 [SumYY] => 0.075284701513389 [Slope] => 0.010413256213431 [YInt] => 0.8202814948648 [PredictedY] => Array ( [0] => 0.8202814948648 [1] => 0.82288480891816 [2] => 0.82548812297151 [3] => 0.82809143702487 [4] => 0.83069475107823 [5] => 0.83329806513159 [6] => 0.83590137918495 [7] => 0.8385046932383 [8] => 0.84110800729166 [9] => 0.84371132134502 [10] => 0.84631463539838 [11] => 0.84891794945173 [12] => 0.85152126350509 [13] => 0.85412457755845 [14] => 0.85672789161181 [15] => 0.85933120566517 [16] => 0.86193451971852 [17] => 0.86453783377188 [18] => 0.86714114782524 [19] => 0.8697444618786 [20] => 0.87234777593195 [21] => 0.87495108998531 [22] => 0.87755440403867 [23] => 0.88015771809203 [24] => 0.88276103214539 ) [Error] => Array ( [0] => -0.028029922961535 [1] => -0.10123904262841 [2] => -0.012240822073909 [3] => 0.038077710608898 [4] => 0.0036623616401751 [5] => -0.068375080481699 [6] => -0.006468945567347 [7] => 0.096548895992762 [8] => 0.065926945191756 [9] => -0.078788336695131 [10] => 0.069770664445326 [11] => 0.085731973448976 [12] => 0.029292328775699 [13] => -0.029088136337097 [14] => -0.013495113513799 [15] => 0.055170617162148 [16] => 0.0039981484746624 [17] => -0.008413389529581 [18] => -0.037451506926268 [19] => 0.02843202161908 [20] => 0.027964721051772 [21] => -0.059306940853347 [22] => -0.016677607635373 [23] => 0.023312110415142 [24] => -0.068313653622898 ) [SquaredError] => Array ( [0] => 0.00078567658122957 [1] => 0.010249343752317 [2] => 0.00014983772504511 [3] => 0.001449912045215 [4] => 1.3412892783426E-5 [5] => 0.0046751516308789 [6] => 4.1847256753298E-5 [7] => 0.0093216893174211 [8] => 0.0043463621023167 [9] => 0.0062076019991853 [10] => 0.0048679456171423 [11] => 0.007349971271456 [12] => 0.00085804052510363 [13] => 0.00084611967556551 [14] => 0.00018211808875031 [15] => 0.0030437969980523 [16] => 1.5985191225445E-5 [17] => 7.0785123376464E-5 [18] => 0.0014026153710483 [19] => 0.00080837985334781 [20] => 0.0007820256235034 [21] => 0.0035173132333824 [22] => 0.00027814259643944 [23] => 0.00054345449200776 [24] => 0.0046667552713093 ) [TotalError] => 0.075284701513389 [SumError] => 1.1102230246252E-15 [SumSquaredError] => 0.066474284234856 [ErrorVariance] => 0.0028901862710807 [StdErr] => 0.053760452668116 [SlopeStdErr] => 0.0059641867288322 [SlopeVal] => [YIntStdErr] => 0.020874653550913 [YIntTVal] => 39.295574073321 [R] => 0.3420935395032 [RSquared] => 0.11702798976983 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 1.7459641501651 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.10457745396059 [1] => -0.20273245916928 [2] => -0.11747546204512 [3] => 0.010299956639812 [4] => -0.060480747381381 [5] => -0.15614457737684 [6] => -0.075720713938118 [7] => 0.093421685162235 [8] => 0.049218022670182 [9] => -0.073143291050308 [10] => 0.042575512440191 [11] => 0.11193427633268 [12] => 0.021189299069938 [13] => -0.13253251214095 [14] => -0.090979145788844 [15] => 0.050766311233042 [16] => -0.064492734175287 [17] => -0.13489602535887 [18] => -0.3429441471429 [19] => -0.021819483062586 [20] => -0.094743951251549 [21] => -0.57675412606319 [22] => -0.19044028536473 [23] => -0.015922966097169 [24] => -0.16367588429325 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.089602836084515 [SumXX] => 81.25 [SumXY] => -1.8352152914453 [SumYY] => 0.50408524147408 [Slope] => -0.02258726512548 [YInt] => -0.021841040708075 [PredictedY] => Array ( [0] => -0.021841040708075 [1] => -0.027487856989445 [2] => -0.033134673270815 [3] => -0.038781489552185 [4] => -0.044428305833555 [5] => -0.050075122114925 [6] => -0.055721938396295 [7] => -0.061368754677665 [8] => -0.067015570959035 [9] => -0.072662387240405 [10] => -0.078309203521775 [11] => -0.083956019803145 [12] => -0.089602836084515 [13] => -0.095249652365885 [14] => -0.10089646864726 [15] => -0.10654328492863 [16] => -0.11219010121 [17] => -0.11783691749137 [18] => -0.12348373377274 [19] => -0.12913055005411 [20] => -0.13477736633548 [21] => -0.14042418261685 [22] => -0.14607099889822 [23] => -0.15171781517959 [24] => -0.15736463146096 ) [Error] => Array ( [0] => -0.082736413252517 [1] => -0.17524460217984 [2] => -0.084340788774305 [3] => 0.049081446191997 [4] => -0.016052441547827 [5] => -0.10606945526191 [6] => -0.019998775541823 [7] => 0.1547904398399 [8] => 0.11623359362922 [9] => -0.00048090380990246 [10] => 0.12088471596197 [11] => 0.19589029613583 [12] => 0.11079213515445 [13] => -0.037282859775063 [14] => 0.0099173228584116 [15] => 0.15730959616167 [16] => 0.047697367034708 [17] => -0.017059107867506 [18] => -0.21946041337016 [19] => 0.10731106699152 [20] => 0.040033415083927 [21] => -0.43632994344635 [22] => -0.044369286466516 [23] => 0.13579484908242 [24] => -0.0063112528322922 ) [SquaredError] => Array ( [0] => 0.0068453140778913 [1] => 0.03071067059317 [2] => 0.0071133686510719 [3] => 0.0024089883602979 [4] => 0.00025768087964639 [5] => 0.011250729339559 [6] => 0.00039995102317223 [7] => 0.02396008026583 [8] => 0.013510248287962 [9] => 2.312684743787E-7 [10] => 0.014613114553205 [11] => 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=> 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.72164576628975 [1] => 0.8132473008976 [2] => 0.86616914763377 [3] => 0.83435711271841 [4] => 0.76492298464989 [5] => 0.8294324336176 [6] => 0.93505358923106 [7] => 0.90703495248342 [8] => 0.76492298464989 [9] => 0.9160852998437 [10] => 0.93464992290071 [11] => 0.88081359228079 [12] => 0.82503644122135 [13] => 0.84323277809801 [14] => 0.91450182282731 [15] => 0.86593266819319 [16] => 0.8561244442423 [17] => 0.82968964089897 [18] => 0.89817648349768 [19] => 0.90031249698373 [20] => 0.81564414913197 [21] => 0.8608767964033 [22] => 0.90346982850717 [23] => 0.81444737852249 [24] => 0.78074923110355 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.8510611698731 [SumXX] => 81.25 [SumXY] => 0.44113447243072 [SumYY] => 0.076775193587303 [Slope] => 0.0054293473529935 [YInt] => 0.83477312781412 [PredictedY] => Array ( [0] => 0.83477312781412 [1] => 0.83613046465237 [2] => 0.83748780149062 [3] => 0.83884513832887 [4] => 0.84020247516712 [5] => 0.84155981200537 [6] => 0.84291714884361 [7] => 0.84427448568186 [8] => 0.84563182252011 [9] => 0.84698915935836 [10] => 0.84834649619661 [11] => 0.84970383303486 [12] => 0.8510611698731 [13] => 0.85241850671135 [14] => 0.8537758435496 [15] => 0.85513318038785 [16] => 0.8564905172261 [17] => 0.85784785406435 [18] => 0.85920519090259 [19] => 0.86056252774084 [20] => 0.86191986457909 [21] => 0.86327720141734 [22] => 0.86463453825559 [23] => 0.86599187509384 [24] => 0.86734921193208 ) [Error] => Array ( [0] => -0.11312736152438 [1] => -0.022883163754767 [2] => 0.02868134614315 [3] => -0.0044880256104636 [4] => -0.075279490517229 [5] => -0.012127378387767 [6] => 0.092136440387451 [7] => 0.062760466801555 [8] => -0.080708837870222 [9] => 0.069096140485344 [10] => 0.086303426704104 [11] => 0.031109759245936 [12] => -0.02602472865175 [13] => -0.009185728613343 [14] => 0.060725979277713 [15] => 0.010799487805337 [16] => -0.00036607298379709 [17] => -0.028158213165375 [18] => 0.038971292595082 [19] => 0.039749969242884 [20] => -0.046275715447126 [21] => -0.0024004050140415 [22] => 0.038835290251582 [23] => -0.051544496571348 [24] => -0.086599980828532 ) [SquaredError] => Array ( [0] => 0.012797799925467 [1] => 0.00052363918342748 [2] => 0.00082261961658321 [3] => 2.0142373880177E-5 [4] => 0.0056670016925335 [5] => 0.00014707330656007 [6] => 0.0084891236472704 [7] => 0.0039388761931491 [8] => 0.0065139165103618 [9] => 0.0047742766299704 [10] => 0.0074482814608706 [11] => 0.00096781712034008 [12] => 0.00067728650139723 [13] => 8.4377610157988E-5 [14] => 0.0036876445592372 [15] => 0.00011662893685762 [16] => 1.3400942946611E-7 [17] => 0.00079288496866669 [18] => 0.0015187616465315 [19] => 0.0015800600548102 [20] => 0.0021414418401433 [21] => 5.7619442314355E-6 [22] => 0.0015081797689246 [23] => 0.0026568351267937 [24] => 0.0074995566795022 ) [TotalError] => 0.076775193587303 [SumError] => -1.1102230246252E-16 [SumSquaredError] => 0.074380121307097 [ErrorVariance] => 0.0032339183176999 [StdErr] => 0.056867550656766 [SlopeStdErr] => 0.0063088883016313 [SlopeVal] => [YIntStdErr] => 0.022081109055709 [YIntTVal] => 37.804855078069 [R] => 0.17662364866289 [RSquared] => 0.03119591326699 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 0.86058701524159 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.20273245916928 [1] => -0.11747546204512 [2] => 0.010299956639812 [3] => -0.060480747381381 [4] => -0.15614457737684 [5] => -0.075720713938118 [6] => 0.093421685162235 [7] => 0.049218022670182 [8] => -0.073143291050308 [9] => 0.042575512440191 [10] => 0.11193427633268 [11] => 0.021189299069938 [12] => -0.13253251214095 [13] => -0.090979145788844 [14] => 0.050766311233042 [15] => -0.064492734175287 [16] => -0.13489602535887 [17] => -0.3429441471429 [18] => -0.021819483062586 [19] => -0.094743951251549 [20] => -0.57675412606319 [21] => -0.19044028536473 [22] => -0.015922966097169 [23] => -0.16367588429325 [24] => -0.37882371822496 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.10057268665509 [SumXX] => 81.25 [SumXY] => -2.7515454459639 [SumYY] => 0.58450128042112 [Slope] => -0.033865174719555 [YInt] => 0.0010228375035755 [PredictedY] => Array ( [0] => 0.0010228375035755 [1] => -0.0074434561763133 [2] => -0.015909749856202 [3] => -0.024376043536091 [4] => -0.03284233721598 [5] => -0.041308630895869 [6] => 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0.065092791162763 [20] => -0.40845108996899 [21] => -0.013670955590643 [22] => 0.16931265735681 [23] => 0.030026032840619 [24] => -0.17665550741121 ) [SquaredError] => Array ( [0] => 0.041516220922245 [1] => 0.012107042315513 [2] => 0.0006869487146072 [3] => 0.0013035496397561 [4] => 0.015203442428686 [5] => 0.0011841914593067 [6] => 0.020505269040455 [7] => 0.011547488460355 [8] => 4.1419252814144E-5 [9] => 0.013864901902562 [10] => 0.03824933640228 [11] => 0.012835913835987 [12] => 0.0010214304450865 [13] => 0.00032615762383378 [14] => 0.028315326401845 [15] => 0.0037796469709147 [16] => 2.0991423644227E-7 [17] => 0.040015998434712 [18] => 0.016783452706506 [19] => 0.0042370714613591 [20] => 0.16683229289686 [21] => 0.00018689502676132 [22] => 0.028666775941224 [23] => 0.00090156264814593 [24] => 0.031207168298712 ) [TotalError] => 0.58450128042112 [SumError] => 5.5511151231258E-17 [SumSquaredError] => 0.49131971314476 [ErrorVariance] => 0.021361726658468 [StdErr] => 0.14615651425259 [SlopeStdErr] => 0.016214609427102 [SlopeVal] => [YIntStdErr] => 0.056751132994855 [YIntTVal] => 0.018023208517586 [R] => -0.39927514123757 [RSquared] => 0.15942063841028 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -2.0885593866327 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.8132473008976 [1] => 0.86616914763377 [2] => 0.83435711271841 [3] => 0.76492298464989 [4] => 0.8294324336176 [5] => 0.93505358923106 [6] => 0.90703495248342 [7] => 0.76492298464989 [8] => 0.9160852998437 [9] => 0.93464992290071 [10] => 0.88081359228079 [11] => 0.82503644122135 [12] => 0.84323277809801 [13] => 0.91450182282731 [14] => 0.86593266819319 [15] => 0.8561244442423 [16] => 0.82968964089897 [17] => 0.89817648349768 [18] => 0.90031249698373 [19] => 0.81564414913197 [20] => 0.8608767964033 [21] => 0.90346982850717 [22] => 0.81444737852249 [23] => 0.78074923110355 [24] => 0.87168966568552 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.85706292584893 [SumXX] => 81.25 [SumXY] => 0.082419898222041 [SumYY] => 0.059551854872307 [Slope] => 0.0010143987473482 [YInt] => 0.85401972960689 [PredictedY] => Array ( [0] => 0.85401972960689 [1] => 0.85427332929373 [2] => 0.85452692898056 [3] => 0.8547805286674 [4] => 0.85503412835424 [5] => 0.85528772804108 [6] => 0.85554132772791 [7] => 0.85579492741475 [8] => 0.85604852710159 [9] => 0.85630212678842 [10] => 0.85655572647526 [11] => 0.8568093261621 [12] => 0.85706292584893 [13] => 0.85731652553577 [14] => 0.85757012522261 [15] => 0.85782372490945 [16] => 0.85807732459628 [17] => 0.85833092428312 [18] => 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[5] => 0.0063625926113807 [6] => 0.0026515933904607 [7] => 0.0082577099818602 [8] => 0.0036044140812885 [9] => 0.0061383771556525 [10] => 0.00058844405343913 [11] => 0.0010095162174578 [12] => 0.00019127298681242 [13] => 0.0032701582263221 [14] => 6.9932124934749E-5 [15] => 2.8875547857346E-6 [16] => 0.00080586058569862 [17] => 0.0015876685891207 [18] => 0.0017412237318379 [19] => 0.0018657194352516 [20] => 3.1864858283478E-6 [21] => 0.0019469719835635 [22] => 0.0020386619431766 [23] => 0.006257330694586 [24] => 0.00013417848220651 ) [TotalError] => 0.059551854872307 [SumError] => 3.3306690738755E-16 [SumSquaredError] => 0.059468248230794 [ErrorVariance] => 0.0025855760100345 [StdErr] => 0.050848559566958 [SlopeStdErr] => 0.0056411411939124 [SlopeVal] => [YIntStdErr] => 0.019743994178693 [YIntTVal] => 43.254658701657 [R] => 0.037469055220395 [RSquared] => 0.001403930099109 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 0.17982154895234 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.11747546204512 [1] => 0.010299956639812 [2] => -0.060480747381381 [3] => -0.15614457737684 [4] => -0.075720713938118 [5] => 0.093421685162235 [6] => 0.049218022670182 [7] => -0.073143291050308 [8] => 0.042575512440191 [9] => 0.11193427633268 [10] => 0.021189299069938 [11] => -0.13253251214095 [12] => -0.090979145788844 [13] => 0.050766311233042 [14] => -0.064492734175287 [15] => -0.13489602535887 [16] => -0.3429441471429 [17] => -0.021819483062586 [18] => -0.094743951251549 [19] => -0.57675412606319 [20] => -0.19044028536473 [21] => -0.015922966097169 [22] => -0.16367588429325 [23] => -0.37882371822496 [24] => -0.12551818230053 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.09748411558034 [SumXX] => 81.25 [SumXY] => -3.1584011935713 [SumYY] => 0.57444845727187 [Slope] => -0.038872630074724 [YInt] => 0.019133774643832 [PredictedY] => Array ( [0] => 0.019133774643832 [1] => 0.0094156171251507 [2] => -0.00030254039353032 [3] => -0.010020697912211 [4] => -0.019738855430892 [5] => -0.029457012949573 [6] => -0.039175170468254 [7] => -0.048893327986935 [8] => -0.058611485505616 [9] => -0.068329643024297 [10] => -0.078047800542978 [11] => -0.087765958061659 [12] => -0.09748411558034 [13] => -0.10720227309902 [14] => -0.1169204306177 [15] => -0.12663858813638 [16] => -0.13635674565506 [17] => -0.14607490317375 [18] => -0.15579306069243 [19] => -0.16551121821111 [20] => -0.17522937572979 [21] => -0.18494753324847 [22] => -0.19466569076715 [23] => -0.20438384828583 [24] => -0.21410200580451 ) [Error] => Array ( [0] => -0.13660923668895 [1] => 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[14] => 0.002748663354258 [15] => 6.8185269483343E-5 [16] => 0.042678354453495 [17] => 0.015439409427001 [18] => 0.0037269937635242 [19] => 0.16912072925864 [20] => 0.00023137177192243 [21] => 0.028569304300684 [22] => 0.0009603681052899 [23] => 0.030429268224382 [24] => 0.0078470937865841 ) [TotalError] => 0.57444845727187 [SumError] => -8.3266726846887E-17 [SumSquaredError] => 0.45167309604661 [ErrorVariance] => 0.019637960697679 [StdErr] => 0.14013550833989 [SlopeStdErr] => 0.015546638794852 [SlopeVal] => [YIntStdErr] => 0.05441323578198 [YIntTVal] => 0.35163824332182 [R] => -0.46230658189243 [RSquared] => 0.21372737566106 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -2.5003880637915 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.86616914763377 [1] => 0.83435711271841 [2] => 0.76492298464989 [3] => 0.8294324336176 [4] => 0.93505358923106 [5] => 0.90703495248342 [6] => 0.76492298464989 [7] => 0.9160852998437 [8] => 0.93464992290071 [9] => 0.88081359228079 [10] => 0.82503644122135 [11] => 0.84323277809801 [12] => 0.91450182282731 [13] => 0.86593266819319 [14] => 0.8561244442423 [15] => 0.82968964089897 [16] => 0.89817648349768 [17] => 0.90031249698373 [18] => 0.81564414913197 [19] => 0.8608767964033 [20] => 0.90346982850717 [21] => 0.81444737852249 [22] => 0.78074923110355 [23] => 0.87168966568552 [24] => 0.95980431650834 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.86292520647336 [SumXX] => 81.25 [SumXY] => 0.24824328910843 [SumYY] => 0.06732868088407 [Slope] => 0.003055302019796 [YInt] => 0.85375930041398 [PredictedY] => Array ( [0] => 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0.06732868088407 [SumError] => 2.2204460492503E-16 [SumSquaredError] => 0.066570222661457 [ErrorVariance] => 0.0028943575070199 [StdErr] => 0.053799233331153 [SlopeStdErr] => 0.0059684890571115 [SlopeVal] => [YIntStdErr] => 0.02088971169989 [YIntTVal] => 40.86984601221 [R] => 0.10613674855365 [RSquared] => 0.011265009393541 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 0.51190544048257 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.010299956639812 [1] => -0.060480747381381 [2] => -0.15614457737684 [3] => -0.075720713938118 [4] => 0.093421685162235 [5] => 0.049218022670182 [6] => -0.073143291050308 [7] => 0.042575512440191 [8] => 0.11193427633268 [9] => 0.021189299069938 [10] => -0.13253251214095 [11] => -0.090979145788844 [12] => 0.050766311233042 [13] => -0.064492734175287 [14] => -0.13489602535887 [15] => -0.3429441471429 [16] => -0.021819483062586 [17] => -0.094743951251549 [18] => -0.57675412606319 [19] => -0.19044028536473 [20] => -0.015922966097169 [21] => -0.16367588429325 [22] => -0.37882371822496 [23] => -0.12551818230053 [24] => 0.066325925362038 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.090132060084054 [SumXX] => 81.25 [SumXY] => -2.7319429467547 [SumYY] => 0.59953121485143 [Slope] => -0.033623913190827 [YInt] => 0.010739679488428 [PredictedY] => Array ( [0] => 0.010739679488428 [1] => 0.0023337011907212 [2] => -0.0060722771069856 [3] => -0.014478255404692 [4] => -0.022884233702399 [5] => -0.031290212000106 [6] => -0.039696190297813 [7] => -0.04810216859552 [8] => -0.056508146893227 [9] => -0.064914125190933 [10] => 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0.057079639058296 [24] => 0.25732972501857 ) [SquaredError] => Array ( [0] => 1.9335618359507E-7 [1] => 0.0039456549494173 [2] => 0.022521695308285 [3] => 0.0037506387272184 [4] => 0.013527066762947 [5] => 0.0064815758497261 [6] => 0.0011187085487475 [7] => 0.008222441838014 [8] => 0.028372849942216 [9] => 0.0074137996694476 [10] => 0.0035061093384079 [11] => 8.5619193434302E-5 [12] => 0.01985235103981 [13] => 0.0011590827385113 [14] => 0.0007813147892135 [15] => 0.051799098100034 [16] => 0.010391048036801 [17] => 0.0014001067480253 [18] => 0.19025839774923 [19] => 0.0017194604378215 [20] => 0.020010060320151 [21] => 4.4520175844874E-6 [22] => 0.04187420433307 [23] => 0.0032580851950253 [24] => 0.066218587378135 ) [TotalError] => 0.59953121485143 [SumError] => 0 [SumSquaredError] => 0.50767260236746 [ErrorVariance] => 0.022072721842063 [StdErr] => 0.14856891277136 [SlopeStdErr] => 0.016482241013448 [SlopeVal] => [YIntStdErr] => 0.057687843547069 [YIntTVal] => 0.18616884993569 [R] => -0.39142993950481 [RSquared] => 0.15321739754074 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -2.0400085864169 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.83435711271841 [1] => 0.76492298464989 [2] => 0.8294324336176 [3] => 0.93505358923106 [4] => 0.90703495248342 [5] => 0.76492298464989 [6] => 0.9160852998437 [7] => 0.93464992290071 [8] => 0.88081359228079 [9] => 0.82503644122135 [10] => 0.84323277809801 [11] => 0.91450182282731 [12] => 0.86593266819319 [13] => 0.8561244442423 [14] => 0.82968964089897 [15] => 0.89817648349768 [16] => 0.90031249698373 [17] => 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0.87118817461516 [24] => 0.87196055768646 ) [Error] => Array ( [0] => -0.019066251256843 [1] => -0.08927276239666 [2] => -0.02553569650025 [3] => 0.079313076041916 [4] => 0.050522056222967 [5] => -0.092362294681862 [6] => 0.058027637440652 [7] => 0.07581987742636 [8] => 0.02121116373514 [9] => -0.035338370395598 [10] => -0.017914416590243 [11] => 0.052582245067761 [12] => 0.0032407073623328 [13] => -0.0073398996598533 [14] => -0.034547086074483 [15] => 0.033167373452922 [16] => 0.034531003867672 [17] => -0.05090972705539 [18] => -0.006449462855358 [19] => 0.035371186177214 [20] => -0.054423646878769 [21] => -0.088894177369005 [22] => 0.0012738741416578 [23] => 0.08861614189318 [24] => -0.011622551115465 ) [SquaredError] => Array ( [0] => 0.00036352193698906 [1] => 0.0079696261059305 [2] => 0.0006520717957529 [3] => 0.0062905640312307 [4] => 0.0025524781649967 [5] => 0.0085307934788991 [6] => 0.0033672067069438 [7] => 0.0057486538129482 [8] => 0.00044991346699891 [9] => 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[1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.060480747381381 [1] => -0.15614457737684 [2] => -0.075720713938118 [3] => 0.093421685162235 [4] => 0.049218022670182 [5] => -0.073143291050308 [6] => 0.042575512440191 [7] => 0.11193427633268 [8] => 0.021189299069938 [9] => -0.13253251214095 [10] => -0.090979145788844 [11] => 0.050766311233042 [12] => -0.064492734175287 [13] => -0.13489602535887 [14] => -0.3429441471429 [15] => -0.021819483062586 [16] => -0.094743951251549 [17] => -0.57675412606319 [18] => -0.19044028536473 [19] => -0.015922966097169 [20] => -0.16367588429325 [21] => -0.37882371822496 [22] => -0.12551818230053 [23] => 0.066325925362038 [24] => -0.086186147616283 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.093991504254298 [SumXX] => 81.25 [SumXY] => -2.3937011549988 [SumYY] => 0.58908781236083 [Slope] => -0.029460937292293 [YInt] => -0.0056086923774174 [PredictedY] => Array ( [0] => -0.0056086923774174 [1] => -0.012973926700491 [2] => -0.020339161023564 [3] => -0.027704395346637 [4] => -0.035069629669711 [5] => -0.042434863992784 [6] => -0.049800098315858 [7] => -0.057165332638931 [8] => -0.064530566962004 [9] => -0.071895801285078 [10] => -0.079261035608151 [11] => -0.086626269931224 [12] => -0.093991504254298 [13] => -0.10135673857737 [14] => -0.10872197290044 [15] => -0.11608720722352 [16] => -0.12345244154659 [17] => -0.13081767586966 [18] => -0.13818291019274 [19] => -0.14554814451581 [20] => -0.15291337883888 [21] => -0.16027861316196 [22] => -0.16764384748503 [23] => -0.1750090818081 [24] => -0.18237431613118 ) [Error] => Array ( [0] => -0.054872055003964 [1] => -0.14317065067635 [2] => -0.055381552914554 [3] => 0.12112608050887 [4] => 0.084287652339892 [5] => 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0.1988593176112 [18] => 0.0027308332598666 [19] => 0.016802686880065 [20] => 0.0001158315236552 [21] => 0.047761962947001 [22] => 0.0017745716672364 [23] => 0.058242585685813 [24] => 0.0092521637622498 ) [TotalError] => 0.58908781236083 [SumError] => -2.914335439641E-16 [SumSquaredError] => 0.51856713273692 [ErrorVariance] => 0.022546397075518 [StdErr] => 0.15015457727128 [SlopeStdErr] => 0.0166581546953 [SlopeVal] => [YIntStdErr] => 0.058303541433549 [YIntTVal] => -0.096198142334285 [R] => -0.34599372758103 [RSquared] => 0.11971165952542 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -1.7685594731934 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.76492298464989 [1] => 0.8294324336176 [2] => 0.93505358923106 [3] => 0.90703495248342 [4] => 0.76492298464989 [5] => 0.9160852998437 [6] => 0.93464992290071 [7] => 0.88081359228079 [8] => 0.82503644122135 [9] => 0.84323277809801 [10] => 0.91450182282731 [11] => 0.86593266819319 [12] => 0.8561244442423 [13] => 0.82968964089897 [14] => 0.89817648349768 [15] => 0.90031249698373 [16] => 0.81564414913197 [17] => 0.8608767964033 [18] => 0.90346982850717 [19] => 0.81444737852249 [20] => 0.78074923110355 [21] => 0.87168966568552 [22] => 0.95980431650834 [23] => 0.86033800657099 [24] => 0.84117169449953 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.8629645441021 [SumXX] => 81.25 [SumXY] => 0.094375442813221 [SumYY] => 0.066981891949331 [Slope] => 0.0011615439115473 [YInt] => 0.85947991236746 [PredictedY] => Array ( [0] => 0.85947991236746 [1] => 0.85977029834534 [2] => 0.86006068432323 [3] => 0.86035107030112 [4] => 0.860641456279 [5] => 0.86093184225689 [6] => 0.86122222823478 [7] => 0.86151261421266 [8] => 0.86180300019055 [9] => 0.86209338616844 [10] => 0.86238377214632 [11] => 0.86267415812421 [12] => 0.8629645441021 [13] => 0.86325493007999 [14] => 0.86354531605787 [15] => 0.86383570203576 [16] => 0.86412608801365 [17] => 0.86441647399153 [18] => 0.86470685996942 [19] => 0.86499724594731 [20] => 0.86528763192519 [21] => 0.86557801790308 [22] => 0.86586840388097 [23] => 0.86615878985885 [24] => 0.86644917583674 ) [Error] => Array ( [0] => -0.094556927717568 [1] => -0.030337864727745 [2] => 0.074992904907835 [3] => 0.0466838821823 [4] => -0.095718471629115 [5] => 0.055153457586812 [6] => 0.073427694665933 [7] => 0.019300978068127 [8] => -0.036766558969197 [9] => -0.018860608070429 [10] => 0.052118050680989 [11] => 0.0032585100689744 [12] => -0.0068400998597981 [13] => -0.033565289181014 [14] => 0.034631167439804 [15] => 0.036476794947968 [16] => -0.04848193888168 [17] => -0.0035396775882348 [18] => 0.038762968537751 [19] => -0.050549867424819 [20] => -0.084538400821641 [21] => 0.0061116477824353 [22] => 0.093935912627371 [23] => -0.00582078328786 [24] => -0.025277481337208 ) [SquaredError] => Array ( [0] => 0.0089410125793854 [1] => 0.00092038603623894 [2] => 0.0056239357865156 [3] => 0.0021793848556109 [4] => 0.0091620258110137 [5] => 0.0030419038837803 [6] => 0.0053916263439536 [7] => 0.00037252775438632 [8] => 0.0013517798584355 [9] => 0.00035572253678631 [10] => 0.0027162912067862 [11] => 1.0617887869607E-5 [12] => 4.6786966092009E-5 [13] => 0.0011266286378051 [14] => 0.0011993177582438 [15] => 0.0013305565696761 [16] => 0.002350498397727 [17] => 1.2529317428652E-5 [18] => 0.0015025677298586 [19] => 0.0025552890966667 [20] => 0.0071467412134804 [21] => 3.7352238616547E-5 [22] => 0.0088239556811371 [23] => 3.388151808423E-5 [24] => 0.00063895106275291 ) [TotalError] => 0.066981891949331 [SumError] => -8.9928064994638E-15 [SumSquaredError] => 0.066872270728331 [ErrorVariance] => 0.0029074900316666 [StdErr] => 0.05392114642389 [SlopeStdErr] => 0.0059820141004042 [SlopeVal] => [YIntStdErr] => 0.020937049351415 [YIntTVal] => 41.050670414042 [R] => 0.040454665297785 [RSquared] => 0.0016365799443558 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 0.19417271374684 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.15614457737684 [1] => -0.075720713938118 [2] => 0.093421685162235 [3] => 0.049218022670182 [4] => -0.073143291050308 [5] => 0.042575512440191 [6] => 0.11193427633268 [7] => 0.021189299069938 [8] => -0.13253251214095 [9] => -0.090979145788844 [10] => 0.050766311233042 [11] => -0.064492734175287 [12] => -0.13489602535887 [13] => -0.3429441471429 [14] => -0.021819483062586 [15] => -0.094743951251549 [16] => -0.57675412606319 [17] => -0.19044028536473 [18] => -0.015922966097169 [19] => -0.16367588429325 [20] => -0.37882371822496 [21] => -0.12551818230053 [22] => 0.066325925362038 [23] => -0.086186147616283 [24] => -0.17198493577602 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.098451671790083 [SumXX] => 81.25 [SumXY] => -2.518771489727 [SumYY] => 0.59355048953399 [Slope] => -0.031000264488948 [YInt] => -0.0054508783232388 [PredictedY] => Array ( [0] => -0.0054508783232388 [1] => -0.013200944445476 [2] => -0.020951010567713 [3] => -0.02870107668995 [4] => -0.036451142812187 [5] => -0.044201208934424 [6] => -0.051951275056661 [7] => -0.059701341178898 [8] => -0.067451407301135 [9] => -0.075201473423372 [10] => -0.082951539545609 [11] => -0.090701605667846 [12] => -0.098451671790083 [13] => -0.10620173791232 [14] => -0.11395180403456 [15] => -0.12170187015679 [16] => -0.12945193627903 [17] => -0.13720200240127 [18] => -0.14495206852351 [19] => -0.15270213464574 [20] => -0.16045220076798 [21] => -0.16820226689022 [22] => -0.17595233301245 [23] => -0.18370239913469 [24] => -0.19145246525693 ) [Error] => Array ( [0] => -0.1506936990536 [1] => -0.062519769492643 [2] => 0.11437269572995 [3] => 0.077919099360132 [4] => -0.036692148238121 [5] => 0.086776721374615 [6] => 0.16388555138934 [7] => 0.080890640248836 [8] => -0.065081104839813 [9] => -0.015777672365472 [10] => 0.13371785077865 [11] => 0.026208871492559 [12] => -0.036444353568789 [13] => -0.23674240923058 [14] => 0.092132320971972 [15] => 0.026957918905246 [16] => -0.44730218978416 [17] => -0.053238282963463 [18] => 0.12902910242634 [19] => -0.010973749647505 [20] => -0.21837151745698 [21] => 0.042684084589684 [22] => 0.24227825837449 [23] => 0.097516251518408 [24] => 0.019467529480905 ) [SquaredError] => Array ( [0] => 0.022708590934457 [1] => 0.0039087215774132 [2] => 0.013081113528535 [3] => 0.0060713860450941 [4] => 0.0013463137423282 [5] => 0.0075301993725275 [6] => 0.026858473954189 [7] => 0.0065432956798667 [8] => 0.0042355502071708 [9] => 0.00024893494527217 [10] => 0.017880463616862 [11] => 0.00068690494491348 [12] => 0.0013281909070469 [13] => 0.056046968328297 [14] => 0.0084883645676824 [15] => 0.00072672939170182 [16] => 0.20007924898571 [17] => 0.0028343147728978 [18] => 0.016648509272946 [19] => 0.00012042318132612 [20] => 0.047686119636466 [21] => 0.0018219310772593 [22] => 0.058698754480977 [23] => 0.0095094193102014 [24] => 0.00037898470408991 ) [TotalError] => 0.59355048953399 [SumError] => 1.2490009027033E-16 [SumSquaredError] => 0.51546790716523 [ErrorVariance] => 0.022411648137619 [StdErr] => 0.14970520411001 [SlopeStdErr] => 0.016608301219152 [SlopeVal] => [YIntStdErr] => 0.058129054267031 [YIntTVal] => -0.09377201112199 [R] => -0.36270058014992 [RSquared] => 0.13155171084109 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -1.8665523993026 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.8294324336176 [1] => 0.93505358923106 [2] => 0.90703495248342 [3] => 0.76492298464989 [4] => 0.9160852998437 [5] => 0.93464992290071 [6] => 0.88081359228079 [7] => 0.82503644122135 [8] => 0.84323277809801 [9] => 0.91450182282731 [10] => 0.86593266819319 [11] => 0.8561244442423 [12] => 0.82968964089897 [13] => 0.89817648349768 [14] => 0.90031249698373 [15] => 0.81564414913197 [16] => 0.8608767964033 [17] => 0.90346982850717 [18] => 0.81444737852249 [19] => 0.78074923110355 [20] => 0.87168966568552 [21] => 0.95980431650834 [22] => 0.86033800657099 [23] => 0.84117169449953 [24] => 0.858897957232 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.86672354300538 [SumXX] => 81.25 [SumXY] => -0.23645938601674 [SumYY] => 0.057033029879409 [Slope] => -0.0029102693663599 [YInt] => 0.87545435110446 [PredictedY] => Array ( [0] => 0.87545435110446 [1] => 0.87472678376287 [2] => 0.87399921642128 [3] => 0.87327164907969 [4] => 0.8725440817381 [5] => 0.87181651439651 [6] => 0.87108894705492 [7] => 0.87036137971333 [8] => 0.86963381237174 [9] => 0.86890624503015 [10] => 0.86817867768856 [11] => 0.86745111034697 [12] => 0.86672354300538 [13] => 0.86599597566379 [14] => 0.8652684083222 [15] => 0.86454084098061 [16] => 0.86381327363902 [17] => 0.86308570629743 [18] => 0.86235813895584 [19] => 0.86163057161425 [20] => 0.86090300427266 [21] => 0.86017543693107 [22] => 0.85944786958948 [23] => 0.85872030224789 [24] => 0.8579927349063 ) [Error] => Array ( [0] => -0.046021917486864 [1] => 0.060326805468192 [2] => 0.033035736062134 [3] => -0.1083486644298 [4] => 0.0435412181056 [5] => 0.062833408504198 [6] => 0.0097246452258685 [7] => -0.045324938491979 [8] => -0.026401034273733 [9] => 0.045595577797161 [10] => -0.0022460094953768 [11] => -0.011326666104672 [12] => -0.037033902106412 [13] => 0.032180507833884 [14] => 0.035044088661524 [15] => -0.048896691848648 [16] => -0.0029364772357251 [17] => 0.040384122209737 [18] => -0.047910760433355 [19] => -0.080881340510701 [20] => 0.010786661412852 [21] => 0.099628879577265 [22] => 0.00089013698151064 [23] => -0.017548607748361 [24] => 0.00090522232570034 ) [SquaredError] => Array ( [0] => 0.0021180168891677 [1] => 0.0036393234579971 [2] => 0.001091359857167 [3] => 0.011739433083722 [4] => 0.0018958376741194 [5] => 0.0039480372242554 [6] => 9.4568724769006E-5 [7] => 0.0020543500493017 [8] => 0.00069701461072285 [9] => 0.002078956714657 [10] => 5.0445586533227E-6 [11] => 0.00012829336504674 [12] => 0.0013715099052273 [13] => 0.0010355850844466 [14] => 0.0012280881501167 [15] => 0.0023908864737416 [16] => 8.6228985559317E-6 [17] => 0.001630877326651 [18] => 0.0022954409653024 [19] => 0.0065417912428079 [20] => 0.00011635206443552 [21] => 0.0099259136458212 [22] => 7.9234384585287E-7 [23] => 0.00030795363390583 [24] => 8.1942745894633E-7 ) [TotalError] => 0.057033029879409 [SumError] => -4.5519144009631E-15 [SumSquaredError] => 0.056344869371896 [ErrorVariance] => 0.0024497769292129 [StdErr] => 0.049495221276532 [SlopeStdErr] => 0.0054910017908607 [SlopeVal] => [YIntStdErr] => 0.019218506268012 [YIntTVal] => 45.552674016168 [R] => -0.10984534335256 [RSquared] => 0.012065999456242 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -0.5300069963925 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.075720713938118 [1] => 0.093421685162235 [2] => 0.049218022670182 [3] => -0.073143291050308 [4] => 0.042575512440191 [5] => 0.11193427633268 [6] => 0.021189299069938 [7] => -0.13253251214095 [8] => -0.090979145788844 [9] => 0.050766311233042 [10] => -0.064492734175287 [11] => -0.13489602535887 [12] => -0.3429441471429 [13] => -0.021819483062586 [14] => -0.094743951251549 [15] => -0.57675412606319 [16] => -0.19044028536473 [17] => -0.015922966097169 [18] => -0.16367588429325 [19] => -0.37882371822496 [20] => -0.12551818230053 [21] => 0.066325925362038 [22] => -0.086186147616283 [23] => -0.17198493577602 [24] => -0.1001794975729 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.096213068597926 [SumXX] => 81.25 [SumXY] => -2.7114569102325 [SumYY] => 0.59009971995458 [Slope] => -0.033371777356707 [YInt] => 0.0039022634721955 [PredictedY] => Array ( [0] => 0.0039022634721955 [1] => -0.0044406808669813 [2] => -0.012783625206158 [3] => -0.021126569545335 [4] => -0.029469513884512 [5] => -0.037812458223688 [6] => -0.046155402562865 [7] => -0.054498346902042 [8] => -0.062841291241219 [9] => -0.071184235580396 [10] => -0.079527179919572 [11] => -0.087870124258749 [12] => -0.096213068597926 [13] => -0.1045560129371 [14] => -0.11289895727628 [15] => -0.12124190161546 [16] => -0.12958484595463 [17] => -0.13792779029381 [18] => -0.14627073463299 [19] => -0.15461367897216 [20] => -0.16295662331134 [21] => -0.17129956765052 [22] => -0.17964251198969 [23] => -0.18798545632887 [24] => -0.19632840066805 ) [Error] => Array ( [0] => -0.079622977410314 [1] => 0.097862366029216 [2] => 0.06200164787634 [3] => -0.052016721504973 [4] => 0.072045026324702 [5] => 0.14974673455637 [6] => 0.067344701632803 [7] => -0.078034165238906 [8] => -0.028137854547625 [9] => 0.12195054681344 [10] => 0.015034445744285 [11] => -0.047025901100123 [12] => -0.24673107854497 [13] => 0.082736529874517 [14] => 0.018155006024731 [15] => -0.45551222444774 [16] => -0.060855439410099 [17] => 0.12200482419664 [18] => -0.017405149660261 [19] => -0.2242100392528 [20] => 0.037438441010807 [21] => 0.23762549301256 [22] => 0.093456364373411 [23] => 0.016000520552848 [24] => 0.096148903095144 ) [SquaredError] => Array ( [0] => 0.0063398185316834 [1] => 0.0095770426848363 [2] => 0.0038442043393816 [3] => 0.0027057393161259 [4] => 0.005190485818127 [5] => 0.022424084510296 [6] => 0.0045353088380113 [7] => 0.006089330944533 [8] => 0.00079173885854331 [9] => 0.014871935868097 [10] => 0.00022603455883786 [11] => 0.0022114353742785 [12] => 0.060876225119964 [13] => 0.0068453333756768 [14] => 0.00032960424375802 [15] => 0.20749138662132 [16] => 0.0037033845057962 [17] => 0.014885177127253 [18] => 0.0003029392346961 [19] => 0.050270141701743 [20] => 0.0014016368653197 [21] => 0.05646587492946 [22] => 0.0087340920418957 [23] => 0.0002560166579621 [24] => 0.0092446115663994 ) [TotalError] => 0.59009971995458 [SumError] => -6.2450045135165E-16 [SumSquaredError] => 0.499613583634 [ErrorVariance] => 0.021722329723217 [StdErr] => 0.14738497115791 [SlopeStdErr] => 0.016350894484388 [SlopeVal] => [YIntStdErr] => 0.057228130695359 [YIntTVal] => 0.068187854902484 [R] => -0.39158704732067 [RSquared] => 0.15334041562932 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -2.040975641337 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.93505358923106 [1] => 0.90703495248342 [2] => 0.76492298464989 [3] => 0.9160852998437 [4] => 0.93464992290071 [5] => 0.88081359228079 [6] => 0.82503644122135 [7] => 0.84323277809801 [8] => 0.91450182282731 [9] => 0.86593266819319 [10] => 0.8561244442423 [11] => 0.82968964089897 [12] => 0.89817648349768 [13] => 0.90031249698373 [14] => 0.81564414913197 [15] => 0.8608767964033 [16] => 0.90346982850717 [17] => 0.81444737852249 [18] => 0.78074923110355 [19] => 0.87168966568552 [20] => 0.95980431650834 [21] => 0.86033800657099 [22] => 0.84117169449953 [23] => 0.858897957232 [24] => 0.95390459341346 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.87170242939722 [SumXX] => 81.25 [SumXY] => -0.096112340302811 [SumYY] => 0.062623205847723 [Slope] => -0.0011829211114192 [YInt] => 0.87525119273147 [PredictedY] => Array ( [0] => 0.87525119273147 [1] => 0.87495546245362 [2] => 0.87465973217577 [3] => 0.87436400189791 [4] => 0.87406827162006 [5] => 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-0.089178816626536 [19] => 0.0020573482332816 [20] => 0.090467729333959 [21] => -0.0087028503255304 [22] => -0.027573432119137 [23] => -0.0095514391088111 [24] => 0.0857509273505 ) [SquaredError] => Array ( [0] => 0.0035763266270942 [1] => 0.0010290936805718 [2] => 0.012042153757558 [3] => 0.0017406667022816 [4] => 0.0036701364718909 [5] => 4.9576398319823E-5 [6] => 0.0023464694305259 [7] => 0.00089690083392093 [8] => 0.0017319307682512 [9] => 4.431501043085E-5 [10] => 0.0002614509745889 [11] => 0.0017900107610277 [12] => 0.00070087554051404 [13] => 0.00083554515017547 [14] => 0.0030765680886909 [15] => 9.8772632574724E-5 [16] => 0.0010857236026909 [17] => 0.0031110067395611 [18] => 0.0079528613349094 [19] => 4.232681752987E-6 [20] => 0.0081844100508425 [21] => 7.5739603788585E-5 [22] => 0.00076029415882866 [23] => 9.1229989049326E-5 [24] => 0.0073532215414707 ) [TotalError] => 0.062623205847723 [SumError] => -4.9960036108132E-15 [SumSquaredError] => 0.062509512531311 [ErrorVariance] => 0.0027178048926657 [StdErr] => 0.05213257036312 [SlopeStdErr] => 0.0057835894020297 [SlopeVal] => [YIntStdErr] => 0.020242562907104 [YIntTVal] => 43.238160935852 [R] => -0.042608850620883 [RSquared] => 0.0018155141512328 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -0.20453061744046 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.093421685162235 [1] => 0.049218022670182 [2] => -0.073143291050308 [3] => 0.042575512440191 [4] => 0.11193427633268 [5] => 0.021189299069938 [6] => -0.13253251214095 [7] => -0.090979145788844 [8] => 0.050766311233042 [9] => -0.064492734175287 [10] => -0.13489602535887 [11] => -0.3429441471429 [12] => -0.021819483062586 [13] => -0.094743951251549 [14] => -0.57675412606319 [15] => -0.19044028536473 [16] => -0.015922966097169 [17] => -0.16367588429325 [18] => -0.37882371822496 [19] => -0.12551818230053 [20] => 0.066325925362038 [21] => -0.086186147616283 [22] => -0.17198493577602 [23] => -0.1001794975729 [24] => 0.08278537031645 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.089872825227743 [SumXX] => 81.25 [SumXY] => -2.107861440845 [SumYY] => 0.62071525733903 [Slope] => -0.025942910041169 [YInt] => -0.012044095104237 [PredictedY] => Array ( [0] => -0.012044095104237 [1] => -0.018529822614529 [2] => -0.025015550124822 [3] => -0.031501277635114 [4] => -0.037987005145406 [5] => -0.044472732655698 [6] => -0.05095846016599 [7] => -0.057444187676282 [8] => -0.063929915186575 [9] => -0.070415642696867 [10] => -0.076901370207159 [11] => -0.083387097717451 [12] => -0.089872825227743 [13] => -0.096358552738035 [14] => 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0.0045897705407211 [2] => 0.0023162794465907 [3] => 0.0054873708278607 [4] => 0.022476390640032 [5] => 0.0043115024103385 [6] => 0.0066543259556132 [7] => 0.0011245934156113 [8] => 0.0131552243549 [9] => 3.5080845355E-5 [10] => 0.0033633800261661 [11] => 0.067369861906443 [12] => 0.004631257379848 [13] => 2.6069379601653E-6 [14] => 0.22459054196027 [15] => 0.0065788771333406 [16] => 0.0099785653327991 [17] => 0.0017118427556218 [18] => 0.062518265302024 [19] => 9.5154864660426E-5 [20] => 0.0432991885518 [21] => 0.0038512233154815 [22] => 0.00029772934624638 [23] => 0.0037254336125909 [24] => 0.062743699930456 ) [TotalError] => 0.62071525733903 [SumError] => -4.4408920985006E-16 [SumSquaredError] => 0.56603119759994 [ErrorVariance] => 0.024610052069563 [StdErr] => 0.15687591296806 [SlopeStdErr] => 0.017403819941279 [SlopeVal] => [YIntStdErr] => 0.060913369794477 [YIntTVal] => -0.19772498459491 [R] => -0.29681385137263 [RSquared] => 0.088098462366651 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -1.4906445900211 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.90703495248342 [1] => 0.76492298464989 [2] => 0.9160852998437 [3] => 0.93464992290071 [4] => 0.88081359228079 [5] => 0.82503644122135 [6] => 0.84323277809801 [7] => 0.91450182282731 [8] => 0.86593266819319 [9] => 0.8561244442423 [10] => 0.82968964089897 [11] => 0.89817648349768 [12] => 0.90031249698373 [13] => 0.81564414913197 [14] => 0.8608767964033 [15] => 0.90346982850717 [16] => 0.81444737852249 [17] => 0.78074923110355 [18] => 0.87168966568552 [19] => 0.95980431650834 [20] => 0.86033800657099 [21] => 0.84117169449953 [22] => 0.858897957232 [23] => 0.95390459341346 [24] => 0.91105102032813 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.8707423266411 [SumXX] => 81.25 [SumXY] => 0.22782470194992 [SumYY] => 0.06013510307112 [Slope] => 0.0028039963316914 [YInt] => 0.86233033764603 [PredictedY] => Array ( [0] => 0.86233033764603 [1] => 0.86303133672895 [2] => 0.86373233581187 [3] => 0.86443333489479 [4] => 0.86513433397772 [5] => 0.86583533306064 [6] => 0.86653633214356 [7] => 0.86723733122649 [8] => 0.86793833030941 [9] => 0.86863932939233 [10] => 0.86934032847525 [11] => 0.87004132755818 [12] => 0.8707423266411 [13] => 0.87144332572402 [14] => 0.87214432480695 [15] => 0.87284532388987 [16] => 0.87354632297279 [17] => 0.87424732205571 [18] => 0.87494832113864 [19] => 0.87564932022156 [20] => 0.87635031930448 [21] => 0.87705131838741 [22] => 0.87775231747033 [23] => 0.87845331655325 [24] => 0.87915431563617 ) [Error] => Array ( [0] => 0.044704614837391 [1] => 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0.0031135481083516 [14] => 0.000126957196327 [15] => 0.00093786028305515 [16] => 0.00349268523514 [17] => 0.0087418930116987 [18] => 1.0618835362157E-5 [19] => 0.0070820634000277 [20] => 0.00025639415907504 [21] => 0.0012873474103352 [22] => 0.00035548689999651 [23] => 0.0056928951798359 [24] => 0.0010173997702057 ) [TotalError] => 0.06013510307112 [SumError] => 7.7715611723761E-16 [SumSquaredError] => 0.059496283442584 [ErrorVariance] => 0.0025867949322862 [StdErr] => 0.050860543963727 [SlopeStdErr] => 0.0056424707433603 [SlopeVal] => [YIntStdErr] => 0.019748647601761 [YIntTVal] => 43.665285595006 [R] => 0.10306829601953 [RSquared] => 0.01062307364437 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 0.49694477104572 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.049218022670182 [1] => -0.073143291050308 [2] => 0.042575512440191 [3] => 0.11193427633268 [4] => 0.021189299069938 [5] => -0.13253251214095 [6] => -0.090979145788844 [7] => 0.050766311233042 [8] => -0.064492734175287 [9] => -0.13489602535887 [10] => -0.3429441471429 [11] => -0.021819483062586 [12] => -0.094743951251549 [13] => -0.57675412606319 [14] => -0.19044028536473 [15] => -0.015922966097169 [16] => -0.16367588429325 [17] => -0.37882371822496 [18] => -0.12551818230053 [19] => 0.066325925362038 [20] => -0.086186147616283 [21] => -0.17198493577602 [22] => -0.1001794975729 [23] => 0.08278537031645 [24] => -0.019088062223156 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.094373215123159 [SumXX] => 81.25 [SumXY] => -1.2997999930638 [SumYY] => 0.59162252474328 [Slope] => -0.015997538376169 [YInt] => -0.046380599994651 [PredictedY] => Array ( [0] => -0.046380599994651 [1] => -0.050379984588693 [2] => -0.054379369182735 [3] => -0.058378753776778 [4] => -0.06237813837082 [5] => -0.066377522964862 [6] => -0.070376907558905 [7] => -0.074376292152947 [8] => -0.07837567674699 [9] => -0.082375061341032 [10] => -0.086374445935074 [11] => -0.090373830529117 [12] => -0.094373215123159 [13] => -0.098372599717201 [14] => -0.10237198431124 [15] => -0.10637136890529 [16] => -0.11037075349933 [17] => -0.11437013809337 [18] => -0.11836952268741 [19] => -0.12236890728146 [20] => -0.1263682918755 [21] => -0.13036767646954 [22] => -0.13436706106358 [23] => -0.13836644565762 [24] => -0.14236583025167 ) [Error] => Array ( [0] => 0.095598622664832 [1] => -0.022763306461615 [2] => 0.096954881622926 [3] => 0.17031303010946 [4] => 0.083567437440758 [5] => -0.066154989176086 [6] => -0.020602238229939 [7] => 0.12514260338599 [8] => 0.013882942571702 [9] => -0.05252096401784 [10] => -0.25656970120782 [11] => 0.068554347466531 [12] => -0.00037073612838974 [13] => -0.47838152634599 [14] => -0.088068301053489 [15] => 0.090448402808117 [16] => -0.05330513079392 [17] => -0.26445358013159 [18] => -0.0071486596131204 [19] => 0.18869483264349 [20] => 0.040182144259214 [21] => -0.041617259306483 [22] => 0.034187563490679 [23] => 0.22115181597407 [24] => 0.12327776802851 ) [SquaredError] => Array ( [0] => 0.009139096655413 [1] => 0.00051816812106539 [2] => 0.0094002490705156 [3] => 0.029006528225066 [4] => 0.006983516600415 [5] => 0.0043764825928881 [6] => 0.00042445222008316 [7] => 0.015660671182223 [8] => 0.00019273609444919 [9] => 0.0027584516613633 [10] => 0.065828011577871 [11] => 0.0046996985565618 [12] => 1.3744527689341E-7 [13] => 0.22884888474912 [14] => 0.0077560256504479 [15] => 0.0081809135705393 [16] => 0.0028414369689569 [17] => 0.069935696044417 [18] => 5.1103334264259E-5 [19] => 0.035605739866356 [20] => 0.0016146047172683 [21] => 0.001731996272183 [22] => 0.0011687894974292 [23] => 0.048908125708631 [24] => 0.015197408090091 ) [TotalError] => 0.59162252474328 [SumError] => -8.604228440845E-16 [SumSquaredError] => 0.5708289244729 [ErrorVariance] => 0.024818648890126 [StdErr] => 0.15753935663867 [SlopeStdErr] => 0.017477422408133 [SlopeVal] => [YIntStdErr] => 0.061170978428466 [YIntTVal] => -0.75821249203801 [R] => -0.1874746257304 [RSquared] => 0.035146735292753 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -0.91532595611609 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.76492298464989 [1] => 0.9160852998437 [2] => 0.93464992290071 [3] => 0.88081359228079 [4] => 0.82503644122135 [5] => 0.84323277809801 [6] => 0.91450182282731 [7] => 0.86593266819319 [8] => 0.8561244442423 [9] => 0.82968964089897 [10] => 0.89817648349768 [11] => 0.90031249698373 [12] => 0.81564414913197 [13] => 0.8608767964033 [14] => 0.90346982850717 [15] => 0.81444737852249 [16] => 0.78074923110355 [17] => 0.87168966568552 [18] => 0.95980431650834 [19] => 0.86033800657099 [20] => 0.84117169449953 [21] => 0.858897957232 [22] => 0.95390459341346 [23] => 0.91105102032813 [24] => 0.90714253100314 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.87074662978189 [SumXX] => 81.25 [SumXY] => 0.45497634902358 [SumYY] => 0.060142922795262 [Slope] => 0.0055997089110594 [YInt] => 0.85394750304871 [PredictedY] => Array ( [0] => 0.85394750304871 [1] => 0.85534743027648 [2] => 0.85674735750424 [3] => 0.858147284732 [4] => 0.85954721195977 [5] => 0.86094713918753 [6] => 0.8623470664153 [7] => 0.86374699364306 [8] => 0.86514692087083 [9] => 0.86654684809859 [10] => 0.86794677532636 [11] => 0.86934670255412 [12] => 0.87074662978189 [13] => 0.87214655700965 [14] => 0.87354648423742 [15] => 0.87494641146518 [16] => 0.87634633869295 [17] => 0.87774626592071 [18] => 0.87914619314848 [19] => 0.88054612037624 [20] => 0.88194604760401 [21] => 0.88334597483177 [22] => 0.88474590205954 [23] => 0.8861458292873 [24] => 0.88754575651507 ) [Error] => Array ( [0] => -0.089024518398822 [1] => 0.060737869567227 [2] => 0.077902565396471 [3] => 0.022666307548786 [4] => -0.034510770738416 [5] => -0.017714361089525 [6] => 0.052154756412014 [7] => 0.0021856745501216 [8] => -0.0090224766285288 [9] => -0.036857207199623 [10] => 0.030229708171318 [11] => 0.030965794429603 [12] => -0.055102480649923 [13] => -0.011269760606356 [14] => 0.029923344269752 [15] => -0.060499032942696 [16] => -0.095597107589396 [17] => -0.0060566002351976 [18] => 0.08065812335986 [19] => -0.020208113805249 [20] => -0.040774353104475 [21] => -0.024448017599769 [22] => 0.069158691353922 [23] => 0.024905191040825 [24] => 0.019596774488074 ) [SquaredError] => Array ( [0] => 0.0079253648761422 [1] => 0.0036890887995655 [2] => 0.0060688096953514 [3] => 0.00051376149789616 [4] => 0.0011909932969595 [5] => 0.00031379858881009 [6] => 0.0027201186163966 [7] => 4.7771732390494E-6 [8] => 8.1405084512349E-5 [9] => 0.0013584537225559 [10] => 0.00091383525612302 [11] => 0.00095888042465641 [12] => 0.0030362833737752 [13] => 0.00012700750412457 [14] => 0.00089540653228608 [15] => 0.0036601329870014 [16] => 0.0091388069794585 [17] => 3.6682406408996E-5 [18] => 0.0065057328639344 [19] => 0.0004083678635659 [20] => 0.0016625478710884 [21] => 0.00059770556455861 [22] => 0.0047829245897871 [23] => 0.00062026854077997 [24] => 0.00038403357033641 ) [TotalError] => 0.060142922795262 [SumError] => -3.219646771413E-15 [SumSquaredError] => 0.057595187679314 [ErrorVariance] => 0.0025041385947528 [StdErr] => 0.050041368833724 [SlopeStdErr] => 0.0055515914222891 [SlopeVal] => [YIntStdErr] => 0.019430569978012 [YIntTVal] => 43.948659458526 [R] => 0.20581871934936 [RSquared] => 0.04236134523461 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 1.0086673325016 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.073143291050308 [1] => 0.042575512440191 [2] => 0.11193427633268 [3] => 0.021189299069938 [4] => -0.13253251214095 [5] => -0.090979145788844 [6] => 0.050766311233042 [7] => -0.064492734175287 [8] => -0.13489602535887 [9] => -0.3429441471429 [10] => -0.021819483062586 [11] => -0.094743951251549 [12] => -0.57675412606319 [13] => -0.19044028536473 [14] => -0.015922966097169 [15] => -0.16367588429325 [16] => -0.37882371822496 [17] => -0.12551818230053 [18] => 0.066325925362038 [19] => -0.086186147616283 [20] => -0.17198493577602 [21] => -0.1001794975729 [22] => 0.08278537031645 [23] => -0.019088062223156 [24] => -0.054039296422431 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.098503507886863 [SumXX] => 81.25 [SumXY] => -0.71212671413323 [SumYY] => 0.57220442321216 [Slope] => -0.0087646364816397 [YInt] => -0.072209598441944 [PredictedY] => Array ( [0] => -0.072209598441944 [1] => -0.074400757562354 [2] => -0.076591916682764 [3] => -0.078783075803174 [4] => -0.080974234923584 [5] => -0.083165394043994 [6] => -0.085356553164404 [7] => -0.087547712284814 [8] => -0.089738871405224 [9] => -0.091930030525634 [10] => -0.094121189646044 [11] => -0.096312348766454 [12] => -0.098503507886863 [13] => -0.10069466700727 [14] => -0.10288582612768 [15] => -0.10507698524809 [16] => -0.1072681443685 [17] => -0.10945930348891 [18] => -0.11165046260932 [19] => -0.11384162172973 [20] => -0.11603278085014 [21] => -0.11822393997055 [22] => -0.12041509909096 [23] => -0.12260625821137 [24] => -0.12479741733178 ) [Error] => Array ( [0] => -0.00093369260836329 [1] => 0.11697627000254 [2] => 0.18852619301545 [3] => 0.099972374873112 [4] => -0.051558277217364 [5] => -0.0078137517448499 [6] => 0.13612286439745 [7] => 0.023054978109527 [8] => -0.045157153953648 [9] => -0.25101411661726 [10] => 0.072301706583458 [11] => 0.0015683975149049 [12] => -0.47825061817633 [13] => -0.089745618357459 [14] => 0.086962860030514 [15] => -0.058598899045155 [16] => -0.27155557385646 [17] => -0.01605887881162 [18] => 0.17797638797136 [19] => 0.02765547411345 [20] => -0.05595215492588 [21] => 0.018044442397649 [22] => 0.20320046940741 [23] => 0.10351819598822 [24] => 0.070758120909351 ) [SquaredError] => Array ( [0] => 8.7178188691224E-7 [1] => 0.013683447743708 [2] => 0.035542125452897 [3] => 0.0099944757377701 [4] => 0.0026582559496226 [5] => 6.1054716330145E-5 [6] => 0.018529434211766 [7] => 0.00053153201563075 [8] => 0.0020391685531935 [9] => 0.063008086741145 [10] => 0.0052275367748804 [11] => 2.4598707647597E-6 [12] => 0.22872365378604 [13] => 0.0080542760143626 [14] => 0.0075625390246868 [15] => 0.0034338309693043 [16] => 0.073742429692512 [17] => 0.00025788758868631 [18] => 0.031675594675332 [19] => 0.00076482524843968 [20] => 0.0031306436408497 [21] => 0.00032560190144208 [22] => 0.041290430767393 [23] => 0.010716016900655 [24] => 0.0050067116746224 ) [TotalError] => 0.57220442321216 [SumError] => -9.4368957093138E-16 [SumSquaredError] => 0.56596289143392 [ErrorVariance] => 0.024607082236257 [StdErr] => 0.15686644713341 [SlopeStdErr] => 0.017402769801211 [SlopeVal] => [YIntStdErr] => 0.060909694304238 [YIntTVal] => -1.1855189763597 [R] => -0.10444075139993 [RSquared] => 0.010907870552982 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -0.50363456977003 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.9160852998437 [1] => 0.93464992290071 [2] => 0.88081359228079 [3] => 0.82503644122135 [4] => 0.84323277809801 [5] => 0.91450182282731 [6] => 0.86593266819319 [7] => 0.8561244442423 [8] => 0.82968964089897 [9] => 0.89817648349768 [10] => 0.90031249698373 [11] => 0.81564414913197 [12] => 0.8608767964033 [13] => 0.90346982850717 [14] => 0.81444737852249 [15] => 0.78074923110355 [16] => 0.87168966568552 [17] => 0.95980431650834 [18] => 0.86033800657099 [19] => 0.84117169449953 [20] => 0.858897957232 [21] => 0.95390459341346 [22] => 0.91105102032813 [23] => 0.90714253100314 [24] => 0.94645226501307 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.87800780099642 [SumXX] => 81.25 [SumXY] => 0.33816640803813 [SumYY] => 0.053357506946829 [Slope] => 0.0041620480989308 [YInt] => 0.86552165669962 [PredictedY] => Array ( [0] => 0.86552165669962 [1] => 0.86656216872436 [2] => 0.86760268074909 [3] => 0.86864319277382 [4] => 0.86968370479855 [5] => 0.87072421682329 [6] => 0.87176472884802 [7] => 0.87280524087275 [8] => 0.87384575289749 [9] => 0.87488626492222 [10] => 0.87592677694695 [11] => 0.87696728897168 [12] => 0.87800780099642 [13] => 0.87904831302115 [14] => 0.88008882504588 [15] => 0.88112933707061 [16] => 0.88216984909535 [17] => 0.88321036112008 [18] => 0.88425087314481 [19] => 0.88529138516954 [20] => 0.88633189719428 [21] => 0.88737240921901 [22] => 0.88841292124374 [23] => 0.88945343326848 [24] => 0.89049394529321 ) [Error] => Array ( [0] => 0.050563643144079 [1] => 0.068087754176355 [2] => 0.013210911531702 [3] => -0.043606751552468 [4] => -0.026450926700545 [5] => 0.043777606004027 [6] => -0.0058320606548337 [7] => -0.016680796630452 [8] => -0.044156111998514 [9] => 0.023290218575459 [10] => 0.024385720036776 [11] => -0.061323139839718 [12] => -0.017131004593118 [13] => 0.024421515486021 [14] => -0.065641446523394 [15] => -0.10038010596706 [16] => -0.010480183409831 [17] => 0.076593955388259 [18] => -0.023912866573819 [19] => -0.044119690670013 [20] => -0.027433939962274 [21] => 0.066532184194449 [22] => 0.022638099084384 [23] => 0.017689097734665 [24] => 0.055958319719865 ) [SquaredError] => Array ( [0] => 0.0025566820080018 [1] => 0.0046359422687797 [2] => 0.00017452818349847 [3] => 0.0019015487809586 [4] => 0.0006996515233176 [5] => 0.0019164787874438 [6] => 3.4012931481659E-5 [7] => 0.0002782489762265 [8] => 0.0019497622268253 [9] => 0.00054243428129264 [10] => 0.00059466334171202 [11] => 0.0037605274798016 [12] => 0.00029347131836943 [13] => 0.00059641041863399 [14] => 0.0043087995016835 [15] => 0.010076165673959 [16] => 0.00010983424430371 [17] => 0.0058666340020185 [18] => 0.00057182518777725 [19] => 0.0019465471048176 [20] => 0.00075262106185366 [21] => 0.0044265315336841 [22] => 0.00051248353015437 [23] => 0.00031290417866652 [24] => 0.0031313335458706 ) [TotalError] => 0.053357506946829 [SumError] => 3.3306690738755E-16 [SumSquaredError] => 0.051950042091132 [ErrorVariance] => 0.0022586974822231 [StdErr] => 0.047525755987918 [SlopeStdErr] => 0.0052725092344501 [SlopeVal] => [YIntStdErr] => 0.018453782320575 [YIntTVal] => 46.90212779494 [R] => 0.16241308467206 [RSquared] => 0.026378010072695 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 0.78938659258032 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.042575512440191 [1] => 0.11193427633268 [2] => 0.021189299069938 [3] => -0.13253251214095 [4] => -0.090979145788844 [5] => 0.050766311233042 [6] => -0.064492734175287 [7] => -0.13489602535887 [8] => -0.3429441471429 [9] => -0.021819483062586 [10] => -0.094743951251549 [11] => -0.57675412606319 [12] => -0.19044028536473 [13] => -0.015922966097169 [14] => -0.16367588429325 [15] => -0.37882371822496 [16] => -0.12551818230053 [17] => 0.066325925362038 [18] => -0.086186147616283 [19] => -0.17198493577602 [20] => -0.1001794975729 [21] => 0.08278537031645 [22] => -0.019088062223156 [23] => -0.054039296422431 [24] => 0.037426497940624 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.094080716327226 [SumXX] => 81.25 [SumXY] => -0.22191599193196 [SumYY] => 0.58954922196893 [Slope] => -0.0027312737468549 [YInt] => -0.085886895086662 [PredictedY] => Array ( [0] => -0.085886895086662 [1] => -0.086569713523375 [2] => -0.087252531960089 [3] => -0.087935350396803 [4] => -0.088618168833517 [5] => -0.08930098727023 [6] => -0.089983805706944 [7] => -0.090666624143658 [8] => -0.091349442580371 [9] => -0.092032261017085 [10] => -0.092715079453799 [11] => -0.093397897890513 [12] => -0.094080716327226 [13] => -0.09476353476394 [14] => -0.095446353200654 [15] => -0.096129171637367 [16] => -0.096811990074081 [17] => -0.097494808510795 [18] => -0.098177626947509 [19] => -0.098860445384222 [20] => -0.099543263820936 [21] => -0.10022608225765 [22] => -0.10090890069436 [23] => -0.10159171913108 [24] => -0.10227453756779 ) [Error] => Array ( [0] => 0.12846240752685 [1] => 0.19850398985606 [2] => 0.10844183103003 [3] => -0.044597161744146 [4] => -0.0023609769553274 [5] => 0.14006729850327 [6] => 0.025491071531657 [7] => -0.044229401215214 [8] => -0.25159470456252 [9] => 0.070212777954499 [10] => -0.0020288717977499 [11] => -0.48335622817268 [12] => 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0.019516379322123 ) [TotalError] => 0.58954922196893 [SumError] => -5.2735593669695E-16 [SumSquaredError] => 0.58894310864616 [ErrorVariance] => 0.02560622211505 [StdErr] => 0.1600194429282 [SlopeStdErr] => 0.017752563278424 [SlopeVal] => [YIntStdErr] => 0.062133971474486 [YIntTVal] => -1.3822856168454 [R] => -0.032063939456778 [RSquared] => 0.0010280962134879 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -0.15385235946035 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.93464992290071 [1] => 0.88081359228079 [2] => 0.82503644122135 [3] => 0.84323277809801 [4] => 0.91450182282731 [5] => 0.86593266819319 [6] => 0.8561244442423 [7] => 0.82968964089897 [8] => 0.89817648349768 [9] => 0.90031249698373 [10] => 0.81564414913197 [11] => 0.8608767964033 [12] => 0.90346982850717 [13] => 0.81444737852249 [14] => 0.78074923110355 [15] => 0.87168966568552 [16] => 0.95980431650834 [17] => 0.86033800657099 [18] => 0.84117169449953 [19] => 0.858897957232 [20] => 0.95390459341346 [21] => 0.91105102032813 [22] => 0.90714253100314 [23] => 0.94645226501307 [24] => 1.0443045191759 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.8831365697697 [SumXX] => 81.25 [SumXY] => 0.96080843383031 [SumYY] => 0.078904602777389 [Slope] => 0.011825334570219 [YInt] => 0.84766056605905 [PredictedY] => Array ( [0] => 0.84766056605905 [1] => 0.8506168997016 [2] => 0.85357323334416 [3] => 0.85652956698671 [4] => 0.85948590062927 [5] => 0.86244223427182 [6] => 0.86539856791438 [7] => 0.86835490155693 [8] => 0.87131123519948 [9] => 0.87426756884204 [10] => 0.87722390248459 [11] => 0.88018023612715 [12] => 0.8831365697697 [13] => 0.88609290341226 [14] => 0.88904923705481 [15] => 0.89200557069737 [16] => 0.89496190433992 [17] => 0.89791823798248 [18] => 0.90087457162503 [19] => 0.90383090526759 [20] => 0.90678723891014 [21] => 0.9097435725527 [22] => 0.91269990619525 [23] => 0.91565623983781 [24] => 0.91861257348036 ) [Error] => Array ( [0] => 0.086989356841664 [1] => 0.03019669257919 [2] => -0.028536792122802 [3] => -0.013296788888702 [4] => 0.055015922198048 [5] => 0.0034904339213654 [6] => -0.0092741236720751 [7] => -0.038665260657959 [8] => 0.026865248298191 [9] => 0.026044928141687 [10] => -0.061579753352629 [11] => -0.019303439723852 [12] => 0.020333258737466 [13] => -0.071645524889771 [14] => -0.10830000595126 [15] => -0.020315905011853 [16] => 0.064842412168415 [17] => -0.037580231411484 [18] => -0.059702877125501 [19] => -0.044932948035584 [20] => 0.047117354503317 [21] => 0.0013074477754292 [22] => -0.0055573751921117 [23] => 0.030796025175266 [24] => 0.12569194569555 ) [SquaredError] => Array ( [0] => 0.0075671482037264 [1] => 0.00091184024272209 [2] => 0.00081434850466004 [3] => 0.0001768045947507 [4] => 0.0030267516953017 [5] => 1.2183128959418E-5 [6] => 8.6009369884944E-5 [7] => 0.0014950023817479 [8] => 0.00072174156612348 [9] => 0.00067833828190562 [10] => 0.0037920660229706 [11] => 0.00037262278517237 [12] => 0.00041344141088473 [13] => 0.0051330812367308 [14] => 0.011728891289043 [15] => 0.00041273599645065 [16] => 0.0042045384158186 [17] => 0.0014122737929407 [18] => 0.0035644335370626 [19] => 0.0020189698191685 [20] => 0.0022200450953913 [21] => 1.7094196854749E-6 [22] => 3.0884419025899E-5 [23] => 0.00094839516659562 [24] => 0.015798465212734 ) [TotalError] => 0.078904602777389 [SumError] => 4.3298697960381E-15 [SumSquaredError] => 0.067542721589457 [ErrorVariance] => 0.0029366400691068 [StdErr] => 0.054190774760164 [SlopeStdErr] => 0.006011926678612 [SlopeVal] => [YIntStdErr] => 0.021041743375142 [YIntTVal] => 40.284711725001 [R] => 0.37946694668705 [RSquared] => 0.14399516362799 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 1.9669791736298 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.11193427633268 [1] => 0.021189299069938 [2] => -0.13253251214095 [3] => -0.090979145788844 [4] => 0.050766311233042 [5] => -0.064492734175287 [6] => -0.13489602535887 [7] => -0.3429441471429 [8] => -0.021819483062586 [9] => -0.094743951251549 [10] => -0.57675412606319 [11] => -0.19044028536473 [12] => -0.015922966097169 [13] => -0.16367588429325 [14] => -0.37882371822496 [15] => -0.12551818230053 [16] => 0.066325925362038 [17] => -0.086186147616283 [18] => -0.17198493577602 [19] => -0.1001794975729 [20] => 0.08278537031645 [21] => -0.019088062223156 [22] => -0.054039296422431 [23] => 0.037426497940624 [24] => 0.20763436738896 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.087478362129275 [SumXX] => 81.25 [SumXY] => 1.1273620027107 [SumYY] => 0.66081651182598 [Slope] => 0.013875224648747 [YInt] => -0.12910403607552 [PredictedY] => Array ( [0] => -0.12910403607552 [1] => -0.12563522991333 [2] => -0.12216642375114 [3] => -0.11869761758896 [4] => -0.11522881142677 [5] => -0.11176000526458 [6] => -0.1082911991024 [7] => -0.10482239294021 [8] => -0.10135358677802 [9] => -0.097884780615836 [10] => -0.094415974453649 [11] => -0.090947168291462 [12] => -0.087478362129275 [13] => -0.084009555967089 [14] => -0.080540749804902 [15] => -0.077071943642715 [16] => -0.073603137480528 [17] => -0.070134331318341 [18] => -0.066665525156155 [19] => -0.063196718993968 [20] => -0.059727912831781 [21] => -0.056259106669594 [22] => -0.052790300507407 [23] => -0.049321494345221 [24] => -0.045852688183034 ) [Error] => Array ( [0] => 0.2410383124082 [1] => 0.14682452898327 [2] => -0.010366088389805 [3] => 0.027718471800113 [4] => 0.16599512265981 [5] => 0.047267271089296 [6] => -0.026604826256476 [7] => -0.23812175420269 [8] => 0.079534103715437 [9] => 0.0031408293642871 [10] => -0.48233815160954 [11] => -0.09949311707327 [12] => 0.071555396032106 [13] => -0.07966632832616 [14] => -0.29828296842006 [15] => -0.048446238657819 [16] => 0.13992906284257 [17] => -0.016051816297942 [18] => -0.10531941061987 [19] => -0.036982778578936 [20] => 0.14251328314823 [21] => 0.037171044446438 [22] => -0.001248995915024 [23] => 0.086747992285844 [24] => 0.253487055572 ) [SquaredError] => Array ( [0] => 0.058099468048592 [1] => 0.021557442311159 [2] => 0.00010745578850525 [3] => 0.00076831367893364 [4] => 0.027554380746846 [5] => 0.002234194916229 [6] => 0.00070781678013727 [7] => 0.056701969824565 [8] => 0.0063256736538178 [9] => 9.8648090955682E-6 [10] => 0.23265009249811 [11] => 0.0098988803449554 [12] => 0.0051201747013116 [13] => 0.0063467238689715 [14] => 0.088972729249484 [15] => 0.0023470380400903 [16] => 0.019580142627999 [17] => 0.00025766080646287 [18] => 0.011092178253316 [19] => 0.0013677259114186 [20] => 0.020310035873688 [21] => 0.001381686545239 [22] => 1.5599907957467E-6 [23] => 0.0075252141656249 [24] => 0.06425568734256 ) [TotalError] => 0.66081651182598 [SumError] => -4.4408920985006E-16 [SumSquaredError] => 0.64517411077791 [ErrorVariance] => 0.028051048294692 [StdErr] => 0.16748447180169 [SlopeStdErr] => 0.018580733874615 [SlopeVal] => [YIntStdErr] => 0.065032568561154 [YIntTVal] => -1.9852212350203 [R] => 0.15385487619421 [RSquared] => 0.023671322928734 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 0.74675331676233 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.88081359228079 [1] => 0.82503644122135 [2] => 0.84323277809801 [3] => 0.91450182282731 [4] => 0.86593266819319 [5] => 0.8561244442423 [6] => 0.82968964089897 [7] => 0.89817648349768 [8] => 0.90031249698373 [9] => 0.81564414913197 [10] => 0.8608767964033 [11] => 0.90346982850717 [12] => 0.81444737852249 [13] => 0.78074923110355 [14] => 0.87168966568552 [15] => 0.95980431650834 [16] => 0.86033800657099 [17] => 0.84117169449953 [18] => 0.858897957232 [19] => 0.95390459341346 [20] => 0.91105102032813 [21] => 0.90714253100314 [22] => 0.94645226501307 [23] => 1.0443045191759 [24] => 0.96992818942812 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.8845477004308 [SumXX] => 81.25 [SumXY] => 1.3886016904813 [SumYY] => 0.083733980225952 [Slope] => 0.017090482344385 [YInt] => 0.83327625339764 [PredictedY] => Array ( [0] => 0.83327625339764 [1] => 0.83754887398374 [2] => 0.84182149456984 [3] => 0.84609411515593 [4] => 0.85036673574203 [5] => 0.85463935632813 [6] => 0.85891197691422 [7] => 0.86318459750032 [8] => 0.86745721808641 [9] => 0.87172983867251 [10] => 0.87600245925861 [11] => 0.8802750798447 [12] => 0.8845477004308 [13] => 0.8888203210169 [14] => 0.89309294160299 [15] => 0.89736556218909 [16] => 0.90163818277519 [17] => 0.90591080336128 [18] => 0.91018342394738 [19] => 0.91445604453347 [20] => 0.91872866511957 [21] => 0.92300128570567 [22] => 0.92727390629176 [23] => 0.93154652687786 [24] => 0.93581914746396 ) [Error] => Array ( [0] => 0.047537338883147 [1] => -0.012512432762387 [2] => 0.0014112835281724 [3] => 0.068407707671381 [4] => 0.015565932451156 [5] => 0.0014850879141743 [6] => -0.029222336015251 [7] => 0.034991885997358 [8] => 0.032855278897311 [9] => -0.056085689540546 [10] => -0.01512566285531 [11] => 0.023194748662466 [12] => -0.070100321908313 [13] => -0.10807108991334 [14] => -0.021403275917478 [15] => 0.062438754319248 [16] => -0.041300176204192 [17] => -0.06473910886175 [18] => -0.051285466715375 [19] => 0.039448548879985 [20] => -0.0076776447914447 [21] => -0.015858754702527 [22] => 0.019178358721309 [23] => 0.11275799229805 [24] => 0.034109041964159 ) [SquaredError] => Array ( [0] => 0.0022597985880912 [1] => 0.00015656097363325 [2] => 1.9917211968908E-6 [3] => 0.0046796144688531 [4] => 0.00024229825307396 [5] => 2.2054861128267E-6 [6] => 0.00085394492218825 [7] => 0.0012244320856521 [8] => 0.0010794693514201 [9] => 0.0031456045712385 [10] => 0.00022878567681251 [11] => 0.00053799636551496 [12] => 0.0049140551316491 [13] => 0.011679360475058 [14] => 0.00045810021999969 [15] => 0.0038985980409395 [16] => 0.0017057045544973 [17] => 0.0041911522162135 [18] => 0.0026301990962139 [19] => 0.0015561880087365 [20] => 5.8946229543598E-5 [21] => 0.00025150010071493 [22] => 0.00036780944324321 [23] => 0.012714364827088 [24] => 0.0011634267437128 ) [TotalError] => 0.083733980225952 [SumError] => 2.2204460492503E-15 [SumSquaredError] => 0.060002107551398 [ErrorVariance] => 0.0026087872848434 [StdErr] => 0.051076288871093 [SlopeStdErr] => 0.0056664054918504 [SlopeVal] => [YIntStdErr] => 0.019832419221476 [YIntTVal] => 42.015865240247 [R] => 0.53237191574692 [RSquared] => 0.28341985667605 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 3.0161064839016 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.021189299069938 [1] => -0.13253251214095 [2] => -0.090979145788844 [3] => 0.050766311233042 [4] => -0.064492734175287 [5] => -0.13489602535887 [6] => -0.3429441471429 [7] => -0.021819483062586 [8] => -0.094743951251549 [9] => -0.57675412606319 [10] => -0.19044028536473 [11] => -0.015922966097169 [12] => -0.16367588429325 [13] => -0.37882371822496 [14] => -0.12551818230053 [15] => 0.066325925362038 [16] => -0.086186147616283 [17] => -0.17198493577602 [18] => -0.1001794975729 [19] => 0.08278537031645 [20] => -0.019088062223156 [21] => -0.054039296422431 [22] => 0.037426497940624 [23] => 0.20763436738896 [24] => 0.046495164334708 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.090095926609194 [SumXX] => 81.25 [SumXY] => 2.177373657104 [SumYY] => 0.63882872614565 [Slope] => 0.026798445010511 [YInt] => -0.17049126164073 [PredictedY] => Array ( [0] => -0.17049126164073 [1] => -0.1637916503881 [2] => -0.15709203913547 [3] => -0.15039242788284 [4] => -0.14369281663022 [5] => -0.13699320537759 [6] => -0.13029359412496 [7] => -0.12359398287233 [8] => -0.11689437161971 [9] => -0.11019476036708 [10] => -0.10349514911445 [11] => -0.096795537861822 [12] => -0.090095926609194 [13] => -0.083396315356567 [14] => -0.076696704103939 [15] => -0.069997092851311 [16] => -0.063297481598683 [17] => -0.056597870346056 [18] => -0.049898259093428 [19] => -0.0431986478408 [20] => -0.036499036588172 [21] => -0.029799425335544 [22] => -0.023099814082917 [23] => -0.016400202830289 [24] => -0.0097005915776612 ) [Error] => Array ( [0] => 0.19168056071067 [1] => 0.031259138247151 [2] => 0.066112893346628 [3] => 0.20115873911589 [4] => 0.079200082454929 [5] => 0.0020971800187166 [6] => -0.21265055301794 [7] => 0.10177449980975 [8] => 0.022150420368157 [9] => -0.46655936569611 [10] => -0.086945136250282 [11] => 0.080872571764653 [12] => -0.073579957684054 [13] => -0.2954274028684 [14] => -0.048821478196595 [15] => 0.13632301821335 [16] => -0.0228886660176 [17] => -0.11538706542997 [18] => -0.050281238479476 [19] => 0.12598401815725 [20] => 0.017410974365016 [21] => -0.024239871086887 [22] => 0.06052631202354 [23] => 0.22403457021925 [24] => 0.05619575591237 ) [SquaredError] => Array ( [0] => 0.036741437354355 [1] => 0.00097713372395451 [2] => 0.0043709146666626 [3] => 0.040464838322693 [4] => 0.0062726530608676 [5] => 4.3981640309041E-6 [6] => 0.045220257698834 [7] => 0.010358048811524 [8] => 0.00049064112248605 [9] => 0.21767764171876 [10] => 0.0075594567175802 [11] => 0.0065403728638289 [12] => 0.0054140101727872 [13] => 0.087277350365567 [14] => 0.0023835367333006 [15] => 0.018583965294797 [16] => 0.00052389103206524 [17] => 0.01331417486854 [18] => 0.0025282029430299 [19] => 0.015871972831046 [20] => 0.00030314202833924 [21] => 0.0005875713503089 [22] => 0.003663434447171 [23] => 0.050191488653324 [24] => 0.0031579629825626 ) [TotalError] => 0.63882872614565 [SumError] => -7.0776717819854E-16 [SumSquaredError] => 0.58047849792842 [ErrorVariance] => 0.025238195562105 [StdErr] => 0.15886533782454 [SlopeStdErr] => 0.017624526812932 [SlopeVal] => [YIntStdErr] => 0.061685843845262 [YIntTVal] => -2.7638636519005 [R] => 0.30222407782861 [RSquared] => 0.091339393219355 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 1.5205199716822 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.82503644122135 [1] => 0.84323277809801 [2] => 0.91450182282731 [3] => 0.86593266819319 [4] => 0.8561244442423 [5] => 0.82968964089897 [6] => 0.89817648349768 [7] => 0.90031249698373 [8] => 0.81564414913197 [9] => 0.8608767964033 [10] => 0.90346982850717 [11] => 0.81444737852249 [12] => 0.78074923110355 [13] => 0.87168966568552 [14] => 0.95980431650834 [15] => 0.86033800657099 [16] => 0.84117169449953 [17] => 0.858897957232 [18] => 0.95390459341346 [19] => 0.91105102032813 [20] => 0.90714253100314 [21] => 0.94645226501307 [22] => 1.0443045191759 [23] => 0.96992818942812 [24] => 0.96331551138611 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.88784777719501 [SumXX] => 81.25 [SumXY] => 1.6127692718597 [SumYY] => 0.089652142038726 [Slope] => 0.01984946796135 [YInt] => 0.82829937331096 [PredictedY] => Array ( [0] => 0.82829937331096 [1] => 0.8332617403013 [2] => 0.83822410729164 [3] => 0.84318647428197 [4] => 0.84814884127231 [5] => 0.85311120826265 [6] => 0.85807357525299 [7] => 0.86303594224333 [8] => 0.86799830923366 [9] => 0.872960676224 [10] => 0.87792304321434 [11] => 0.88288541020468 [12] => 0.88784777719501 [13] => 0.89281014418535 [14] => 0.89777251117569 [15] => 0.90273487816603 [16] => 0.90769724515636 [17] => 0.9126596121467 [18] => 0.91762197913704 [19] => 0.92258434612738 [20] => 0.92754671311771 [21] => 0.93250908010805 [22] => 0.93747144709839 [23] => 0.94243381408873 [24] => 0.94739618107906 ) [Error] => Array ( [0] => -0.0032629320896085 [1] => 0.0099710377967096 [2] => 0.076277715535677 [3] => 0.022746193911211 [4] => 0.0079756029699878 [5] => -0.023421567363679 [6] => 0.040102908244689 [7] => 0.037276554740401 [8] => -0.052354160101698 [9] => -0.012083879820703 [10] => 0.025546785292832 [11] => -0.068438031682188 [12] => -0.10709854609146 [13] => -0.021120478499836 [14] => 0.06203180533265 [15] => -0.042396871595032 [16] => -0.066525550656831 [17] => -0.053761654914698 [18] => 0.036282614276421 [19] => -0.01153332579925 [20] => -0.020404182114574 [21] => 0.013943184905021 [22] => 0.10683307207753 [23] => 0.027494375339389 [24] => 0.015919330307047 ) [SquaredError] => Array ( [0] => 1.0646725821397E-5 [1] => 9.9421594743411E-5 [2] => 0.0058182898873416 [3] => 0.00051738933744641 [4] => 6.3610242734878E-5 [5] => 0.00054856981777136 [6] => 0.0016082432496819 [7] => 0.0013895415333141 [8] => 0.0027409580799542 [9] => 0.00014602015152119 [10] => 0.00065263823879805 [11] => 0.0046837641805322 [12] => 0.011470098574905 [13] => 0.00044607461206202 [14] => 0.0038479448728277 [15] => 0.0017974947210457 [16] => 0.0044256488901946 [17] => 0.002890315539167 [18] => 0.0013164280987315 [19] => 0.00013301760399164 [20] => 0.00041633064776468 [21] => 0.00019441240529562 [22] => 0.011413305289522 [23] => 0.00075594067530322 [24] => 0.00025342507742486 ) [TotalError] => 0.089652142038726 [SumError] => 2.8865798640254E-15 [SumSquaredError] => 0.057639530047896 [ErrorVariance] => 0.0025060665238216 [StdErr] => 0.05006062848009 [SlopeStdErr] => 0.0055537280882128 [SlopeVal] => [YIntStdErr] => 0.019438048308745 [YIntTVal] => 42.61227054047 [R] => 0.59755821340819 [RSquared] => 0.35707581841159 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 3.5740799056185 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.13253251214095 [1] => -0.090979145788844 [2] => 0.050766311233042 [3] => -0.064492734175287 [4] => -0.13489602535887 [5] => -0.3429441471429 [6] => -0.021819483062586 [7] => -0.094743951251549 [8] => -0.57675412606319 [9] => -0.19044028536473 [10] => -0.015922966097169 [11] => -0.16367588429325 [12] => -0.37882371822496 [13] => -0.12551818230053 [14] => 0.066325925362038 [15] => -0.086186147616283 [16] => -0.17198493577602 [17] => -0.1001794975729 [18] => 0.08278537031645 [19] => -0.019088062223156 [20] => -0.054039296422431 [21] => 0.037426497940624 [22] => 0.20763436738896 [23] => 0.046495164334708 [24] => 0.041392685158225 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.089287791165663 [SumXX] => 81.25 [SumXY] => 2.9335164758635 [SumYY] => 0.64371725264334 [Slope] => 0.036104818164473 [YInt] => -0.19760224565908 [PredictedY] => Array ( [0] => -0.19760224565908 [1] => -0.18857604111796 [2] => -0.17954983657685 [3] => -0.17052363203573 [4] => -0.16149742749461 [5] => -0.15247122295349 [6] => -0.14344501841237 [7] => -0.13441881387125 [8] => -0.12539260933014 [9] => -0.11636640478902 [10] => -0.1073402002479 [11] => -0.098313995706781 [12] => -0.089287791165663 [13] => -0.080261586624545 [14] => -0.071235382083426 [15] => -0.062209177542308 [16] => -0.05318297300119 [17] => -0.044156768460071 [18] => -0.035130563918953 [19] => -0.026104359377835 [20] => -0.017078154836716 [21] => -0.0080519502955978 [22] => 0.00097425424552053 [23] => 0.010000458786639 [24] => 0.019026663327757 ) [Error] => Array ( [0] => 0.065069733518134 [1] => 0.097596895329121 [2] => 0.23031614780989 [3] => 0.10603089786044 [4] => 0.026601402135738 [5] => -0.1904729241894 [6] => 0.12162553534979 [7] => 0.039674862619706 [8] => -0.45136151673306 [9] => -0.074073880575714 [10] => 0.09141723415073 [11] => -0.065361888586467 [12] => -0.2895359270593 [13] => -0.045256595675989 [14] => 0.13756130744546 [15] => -0.023976970073975 [16] => -0.11880196277483 [17] => -0.056022729112833 [18] => 0.1179159342354 [19] => 0.0070162971546781 [20] => -0.036961141585715 [21] => 0.045478448236221 [22] => 0.20666011314344 [23] => 0.036494705548069 [24] => 0.022366021830468 ) [SquaredError] => Array ( [0] => 0.004234070220121 [1] => 0.0095251539778833 [2] => 0.053045527941986 [3] => 0.011242551301091 [4] => 0.00070763459558722 [5] => 0.036279934849263 [6] => 0.014792770849122 [7] => 0.0015740947238925 [8] => 0.20372721878756 [9] => 0.0054869397835452 [10] => 0.0083571106997695 [11] => 0.0042721764795897 [12] => 0.083831053058089 [13] => 0.0020481594521799 [14] => 0.018923113306105 [15] => 0.00057489509392831 [16] => 0.014113906359153 [17] => 0.0031385461772498 [18] => 0.013904167546608 [19] => 4.9228425762743E-5 [20] => 0.0013661259873193 [21] => 0.0020682892539747 [22] => 0.04270840236446 [23] => 0.0013318635330403 [24] => 0.00050023893252096 ) [TotalError] => 0.64371725264334 [SumError] => 8.3266726846887E-17 [SumSquaredError] => 0.53780317369981 [ErrorVariance] => 0.0233827466826 [StdErr] => 0.15291418077667 [SlopeStdErr] => 0.016964305216488 [SlopeVal] => [YIntStdErr] => 0.059375068257708 [YIntTVal] => -3.3280339957071 [R] => 0.40562925735224 [RSquared] => 0.16453509442013 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 2.1282815714364 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.84323277809801 [1] => 0.91450182282731 [2] => 0.86593266819319 [3] => 0.8561244442423 [4] => 0.82968964089897 [5] => 0.89817648349768 [6] => 0.90031249698373 [7] => 0.81564414913197 [8] => 0.8608767964033 [9] => 0.90346982850717 [10] => 0.81444737852249 [11] => 0.78074923110355 [12] => 0.87168966568552 [13] => 0.95980431650834 [14] => 0.86033800657099 [15] => 0.84117169449953 [16] => 0.858897957232 [17] => 0.95390459341346 [18] => 0.91105102032813 [19] => 0.90714253100314 [20] => 0.94645226501307 [21] => 1.0443045191759 [22] => 0.96992818942812 [23] => 0.96331551138611 [24] => 0.9972552898201 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.89473653113896 [SumXX] => 81.25 [SumXY] => 1.7368549678206 [SumYY] => 0.096490508658232 [Slope] => 0.021376676527023 [YInt] => 0.8306065015579 [PredictedY] => Array ( [0] => 0.8306065015579 [1] => 0.83595067068965 [2] => 0.84129483982141 [3] => 0.84663900895316 [4] => 0.85198317808492 [5] => 0.85732734721667 [6] => 0.86267151634843 [7] => 0.86801568548018 [8] => 0.87335985461194 [9] => 0.8787040237437 [10] => 0.88404819287545 [11] => 0.88939236200721 [12] => 0.89473653113896 [13] => 0.90008070027072 [14] => 0.90542486940247 [15] => 0.91076903853423 [16] => 0.91611320766599 [17] => 0.92145737679774 [18] => 0.9268015459295 [19] => 0.93214571506125 [20] => 0.93748988419301 [21] => 0.94283405332476 [22] => 0.94817822245652 [23] => 0.95352239158828 [24] => 0.95886656072003 ) [Error] => Array ( [0] => 0.012626276540114 [1] => 0.078551152137663 [2] => 0.024637828371779 [3] => 0.009485435289138 [4] => -0.022293537185947 [5] => 0.040849136281003 [6] => 0.037640980635297 [7] => -0.05237153634822 [8] => -0.012483058208643 [9] => 0.024765804763474 [10] => -0.069600814352964 [11] => 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0.00047306106326552 [23] => 9.5905195374759E-5 [24] => 0.0014736945219187 ) [TotalError] => 0.096490508658232 [SumError] => 5.5511151231258E-16 [SumSquaredError] => 0.059362321836779 [ErrorVariance] => 0.0025809705146425 [StdErr] => 0.050803252992722 [SlopeStdErr] => 0.0056361148807886 [SlopeVal] => [YIntStdErr] => 0.01972640208276 [YIntTVal] => 42.10633536076 [R] => 0.62031112831873 [RSquared] => 0.38478589591605 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 3.7928035498154 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.090979145788844 [1] => 0.050766311233042 [2] => -0.064492734175287 [3] => -0.13489602535887 [4] => -0.3429441471429 [5] => -0.021819483062586 [6] => -0.094743951251549 [7] => -0.57675412606319 [8] => -0.19044028536473 [9] => -0.015922966097169 [10] => -0.16367588429325 [11] => -0.37882371822496 [12] => -0.12551818230053 [13] => 0.066325925362038 [14] => -0.086186147616283 [15] => -0.17198493577602 [16] => -0.1001794975729 [17] => 0.08278537031645 [18] => -0.019088062223156 [19] => -0.054039296422431 [20] => 0.037426497940624 [21] => 0.20763436738896 [22] => 0.046495164334708 [23] => 0.041392685158225 [24] => 0.11925588927794 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.079216255108907 [SumXX] => 81.25 [SumXY] => 3.4186021740246 [SumYY] => 0.68280171744051 [Slope] => 0.042075103680303 [YInt] => -0.20544156614982 [PredictedY] => Array ( [0] => -0.20544156614982 [1] => -0.19492279022974 [2] => -0.18440401430966 [3] => -0.17388523838959 [4] => -0.16336646246951 [5] => -0.15284768654944 [6] => -0.14232891062936 [7] => -0.13181013470929 [8] => -0.12129135878921 [9] => -0.11077258286913 [10] => -0.10025380694906 [11] => -0.089735031028983 [12] => -0.079216255108907 [13] => -0.068697479188832 [14] => -0.058178703268756 [15] => -0.047659927348681 [16] => -0.037141151428605 [17] => -0.026622375508529 [18] => -0.016103599588454 [19] => -0.005584823668378 [20] => 0.0049339522516976 [21] => 0.015452728171773 [22] => 0.025971504091849 [23] => 0.036490280011925 [24] => 0.047009055932 ) [Error] => Array ( [0] => 0.11446242036097 [1] => 0.24568910146278 [2] => 0.11991128013438 [3] => 0.038989213030716 [4] => -0.17957768467338 [5] => 0.13102820348685 [6] => 0.047584959377813 [7] => -0.44494399135391 [8] => -0.069148926575522 [9] => 0.094849616771965 [10] => -0.06342207734419 [11] => -0.28908868719598 [12] => -0.046301927191626 [13] => 0.13502340455087 [14] => -0.028007444347527 [15] => -0.12432500842734 [16] => -0.063038346144299 [17] => 0.10940774582498 [18] => -0.0029844626347028 [19] => -0.048454472754053 [20] => 0.032492545688926 [21] => 0.19218163921719 [22] => 0.020523660242859 [23] => 0.0049024051463005 [24] => 0.072246833345937 ) [SquaredError] => Array ( [0] => 0.013101645674892 [1] => 0.060363134577589 [2] => 0.014378715103465 [3] => 0.0015201587327546 [4] => 0.032248144832653 [5] => 0.017168390108992 [6] => 0.0022643283589881 [7] => 0.19797515544195 [8] => 0.004781574046547 [9] => 0.0089964498017886 [10] => 0.0040223598946524 [11] => 0.083572269064696 [12] => 0.0021438684616586 [13] => 0.018231319776508 [14] => 0.00078441693887983 [15] => 0.015456707720459 [16] => 0.0039738330846084 [17] => 0.011970054846503 [18] => 8.9070172179372E-6 [19] => 0.0023478359298733 [20] => 0.0010557655253469 [21] => 0.036933782452206 [22] => 0.00042122062976433 [23] => 2.4033576218474E-5 [24] => 0.0052196049285155 ) [TotalError] => 0.68280171744051 [SumError] => -3.885780586188E-16 [SumSquaredError] => 0.53896367652672 [ErrorVariance] => 0.023433203327249 [StdErr] => 0.1530790754063 [SlopeStdErr] => 0.016982598633171 [SlopeVal] => [YIntStdErr] => 0.059439095216097 [YIntTVal] => -3.456337371942 [R] => 0.45897557780305 [RSquared] => 0.21065858101964 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 2.4775421352843 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.91450182282731 [1] => 0.86593266819319 [2] => 0.8561244442423 [3] => 0.82968964089897 [4] => 0.89817648349768 [5] => 0.90031249698373 [6] => 0.81564414913197 [7] => 0.8608767964033 [8] => 0.90346982850717 [9] => 0.81444737852249 [10] => 0.78074923110355 [11] => 0.87168966568552 [12] => 0.95980431650834 [13] => 0.86033800657099 [14] => 0.84117169449953 [15] => 0.858897957232 [16] => 0.95390459341346 [17] => 0.91105102032813 [18] => 0.90714253100314 [19] => 0.94645226501307 [20] => 1.0443045191759 [21] => 0.96992818942812 [22] => 0.96331551138611 [23] => 0.9972552898201 [24] => 1.0764219673606 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.90406409870947 [SumXX] => 81.25 [SumXY] => 2.1145240791024 [SumYY] => 0.12467238189641 [Slope] => 0.026024911742799 [YInt] => 0.82598936348107 [PredictedY] => Array ( [0] => 0.82598936348107 [1] => 0.83249559141677 [2] => 0.83900181935247 [3] => 0.84550804728817 [4] => 0.85201427522387 [5] => 0.85852050315957 [6] => 0.86502673109527 [7] => 0.87153295903097 [8] => 0.87803918696667 [9] => 0.88454541490237 [10] => 0.89105164283807 [11] => 0.89755787077377 [12] => 0.90406409870947 [13] => 0.91057032664517 [14] => 0.91707655458087 [15] => 0.92358278251657 [16] => 0.93008901045226 [17] => 0.93659523838796 [18] => 0.94310146632366 [19] => 0.94960769425936 [20] => 0.95611392219506 [21] => 0.96262015013076 [22] => 0.96912637806646 [23] => 0.97563260600216 [24] => 0.98213883393786 ) [Error] => Array ( [0] => 0.088512459346243 [1] => 0.033437076776415 [2] => 0.01712262488983 [3] => -0.015818406389199 [4] => 0.046162208273807 [5] => 0.041791993824157 [6] => -0.049382581963303 [7] => -0.010656162627671 [8] => 0.025430641540502 [9] => -0.07009803637988 [10] => -0.11030241173452 [11] => -0.025868205088252 [12] => 0.055740217798871 [13] => -0.050232320074173 [14] => -0.075904860081334 [15] => -0.064684825284562 [16] => 0.023815582961195 [17] => -0.025544218059838 [18] => -0.035958935320524 [19] => -0.003155429246291 [20] => 0.088190596980851 [21] => 0.0073080392973528 [22] => -0.0058108666803516 [23] => 0.021622683817941 [24] => 0.094283133422731 ) [SquaredError] => Array ( [0] => 0.0078344554595203 [1] => 0.0011180381033519 [2] => 0.00029318428311783 [3] => 0.00025022198069384 [4] => 0.0021309494727143 [5] => 0.0017465707477984 [6] => 0.0024386394013624 [7] => 0.00011355380194736 [8] => 0.00064671752916151 [9] => 0.004913734704315 [10] => 0.01216662203445 [11] => 0.00066916403448785 [12] => 0.0031069718802656 [13] => 0.0025232859800341 [14] => 0.0057615477839668 [15] => 0.0041841266220943 [16] => 0.00056718199178154 [17] => 0.00065250707628856 [18] => 0.0012930450293856 [19] => 9.9567337283484E-6 [20] => 0.0077775813958389 [21] => 5.3407438371653E-5 [22] => 3.376617157682E-5 [23] => 0.00046754045549063 [24] => 0.0088893092480085 ) [TotalError] => 0.12467238189641 [SumError] => 4.3298697960381E-15 [SumSquaredError] => 0.069642079359753 [ErrorVariance] => 0.0030279164939023 [StdErr] => 0.055026507193373 [SlopeStdErr] => 0.0061046428675506 [SlopeVal] => [YIntStdErr] => 0.021366250036427 [YIntTVal] => 38.658602331848 [R] => 0.6643788855128 [RSquared] => 0.44139930351523 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 4.2631341926872 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.050766311233042 [1] => -0.064492734175287 [2] => -0.13489602535887 [3] => -0.3429441471429 [4] => -0.021819483062586 [5] => -0.094743951251549 [6] => -0.57675412606319 [7] => -0.19044028536473 [8] => -0.015922966097169 [9] => -0.16367588429325 [10] => -0.37882371822496 [11] => -0.12551818230053 [12] => 0.066325925362038 [13] => -0.086186147616283 [14] => -0.17198493577602 [15] => -0.1001794975729 [16] => 0.08278537031645 [17] => -0.019088062223156 [18] => -0.054039296422431 [19] => 0.037426497940624 [20] => 0.20763436738896 [21] => 0.046495164334708 [22] => 0.041392685158225 [23] => 0.11925588927794 [24] => 0.26316246496222 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.065050590678865 [SumXX] => 81.25 [SumXY] => 4.4075089395282 [SumYY] => 0.79486988858229 [Slope] => 0.054246263871116 [YInt] => -0.22778938229221 [PredictedY] => Array ( [0] => -0.22778938229221 [1] => -0.21422781632443 [2] => -0.20066625035665 [3] => -0.18710468438888 [4] => -0.1735431184211 [5] => -0.15998155245332 [6] => -0.14641998648554 [7] => -0.13285842051776 [8] => -0.11929685454998 [9] => -0.1057352885822 [10] => -0.092173722614423 [11] => -0.078612156646644 [12] => -0.065050590678865 [13] => -0.051489024711086 [14] => -0.037927458743307 [15] => -0.024365892775528 [16] => -0.010804326807749 [17] => 0.0027572391600298 [18] => 0.016318805127809 [19] => 0.029880371095588 [20] => 0.043441937063367 [21] => 0.057003503031146 [22] => 0.070565068998925 [23] => 0.084126634966703 [24] => 0.097688200934482 ) [Error] => Array ( [0] => 0.27855569352525 [1] => 0.14973508214915 [2] => 0.065770224997783 [3] => -0.15583946275402 [4] => 0.15172363535851 [5] => 0.065237601201769 [6] => -0.43033413957765 [7] => -0.057581864846972 [8] => 0.10337388845281 [9] => -0.057940595711046 [10] => -0.28664999561054 [11] => -0.04690602565389 [12] => 0.1313765160409 [13] => -0.034697122905197 [14] => -0.13405747703272 [15] => -0.075813604797376 [16] => 0.093589697124199 [17] => -0.021845301383186 [18] => -0.07035810155024 [19] => 0.007546126845036 [20] => 0.16419243032559 [21] => -0.010508338696437 [22] => -0.029172383840699 [23] => 0.035129254311233 [24] => 0.16547426402773 ) [SquaredError] => Array ( [0] => 0.077593274395336 [1] => 0.022420594826212 [2] => 0.0043257224962589 [3] => 0.024285938151462 [4] => 0.023020061526402 [5] => 0.004255944610561 [6] => 0.18518747168604 [7] => 0.003315671159255 [8] => 0.010686160813854 [9] => 0.0033571126313509 [10] => 0.082168219983524 [11] => 0.0022001752426433 [12] => 0.017259788967046 [13] => 0.0012038903378984 [14] => 0.017971407148377 [15] => 0.0057477026723726 [16] => 0.0087590314077994 [17] => 0.00047721719252224 [18] => 0.0049502624537539 [19] => 5.6944030361373E-5 [20] => 0.026959154176225 [21] => 0.00011042518215904 [22] => 0.0008510279789491 [23] => 0.0012340645084633 [24] => 0.02738173205552 ) [TotalError] => 0.79486988858229 [SumError] => -7.7715611723761E-16 [SumSquaredError] => 0.55577899563435 [ErrorVariance] => 0.024164304158015 [StdErr] => 0.15544871874035 [SlopeStdErr] => 0.017245486957646 [SlopeVal] => [YIntStdErr] => 0.060359204351761 [YIntTVal] => -3.773896371541 [R] => 0.54844552137705 [RSquared] => 0.30079248991855 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 3.145533901382 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.86593266819319 [1] => 0.8561244442423 [2] => 0.82968964089897 [3] => 0.89817648349768 [4] => 0.90031249698373 [5] => 0.81564414913197 [6] => 0.8608767964033 [7] => 0.90346982850717 [8] => 0.81444737852249 [9] => 0.78074923110355 [10] => 0.87168966568552 [11] => 0.95980431650834 [12] => 0.86033800657099 [13] => 0.84117169449953 [14] => 0.858897957232 [15] => 0.95390459341346 [16] => 0.91105102032813 [17] => 0.90714253100314 [18] => 0.94645226501307 [19] => 1.0443045191759 [20] => 0.96992818942812 [21] => 0.96331551138611 [22] => 0.9972552898201 [23] => 1.0764219673606 [24] => 1.0031157170998 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.90760865448037 [SumXX] => 81.25 [SumXY] => 2.4456015376564 [SumYY] => 0.13406056202707 [Slope] => 0.030099711232694 [YInt] => 0.81730952078228 [PredictedY] => Array ( [0] => 0.81730952078228 [1] => 0.82483444859046 [2] => 0.83235937639863 [3] => 0.8398843042068 [4] => 0.84740923201498 [5] => 0.85493415982315 [6] => 0.86245908763132 [7] => 0.8699840154395 [8] => 0.87750894324767 [9] => 0.88503387105585 [10] => 0.89255879886402 [11] => 0.90008372667219 [12] => 0.90760865448037 [13] => 0.91513358228854 [14] => 0.92265851009671 [15] => 0.93018343790489 [16] => 0.93770836571306 [17] => 0.94523329352123 [18] => 0.95275822132941 [19] => 0.96028314913758 [20] => 0.96780807694575 [21] => 0.97533300475393 [22] => 0.9828579325621 [23] => 0.99038286037028 [24] => 0.99790778817845 ) [Error] => Array ( [0] => 0.048623147410902 [1] => 0.031289995651843 [2] => -0.0026697354996598 [3] => 0.058292179290872 [4] => 0.052903264968749 [5] => -0.039290010691186 [6] => -0.0015822912280272 [7] => 0.033485813067671 [8] => -0.063061564725184 [9] => -0.10428463995229 [10] => -0.020869133178504 [11] => 0.059720589836145 [12] => -0.047270647909373 [13] => -0.073961887789008 [14] => -0.06376055286471 [15] => 0.023721155508573 [16] => -0.026657345384934 [17] => -0.038090762518094 [18] => -0.0063059563163346 [19] => 0.084021370038333 [20] => 0.0021201124823613 [21] => -0.012017493367817 [22] => 0.014397357258001 [23] => 0.086039106990318 [24] => 0.0052079289213574 ) [SquaredError] => Array ( [0] => 0.0023642104641423 [1] => 0.00097906382789235 [2] => 7.1274876381436E-6 [3] => 0.0033979781664792 [4] => 0.0027987554443536 [5] => 0.0015437049401135 [6] => 2.5036455302919E-6 [7] => 0.001121299676803 [8] => 0.0039767609455886 [9] => 0.010875286129979 [10] => 0.00043552071962213 [11] => 0.0035665488503771 [12] => 0.0022345141537719 [13] => 0.0054703608453138 [14] => 0.0040654081016135 [15] => 0.00056269321866189 [16] => 0.00071061406297166 [17] => 0.0014509061892098 [18] => 3.976508506352E-5 [19] => 0.0070595906231185 [20] => 4.4948769378643E-6 [21] => 0.00014442014684553 [22] => 0.00020728389601453 [23] => 0.0074027279316914 [24] => 2.712252364991E-5 ) [TotalError] => 0.13406056202707 [SumError] => 1.7763568394003E-15 [SumSquaredError] => 0.060448661953384 [ErrorVariance] => 0.0026282026936254 [StdErr] => 0.051265999391657 [SlopeStdErr] => 0.0056874519844469 [SlopeVal] => [YIntStdErr] => 0.019906081945564 [YIntTVal] => 41.058281736071 [R] => 0.74100902267296 [RSquared] => 0.54909437168274 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 5.2923015992057 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.064492734175287 [1] => -0.13489602535887 [2] => -0.3429441471429 [3] => -0.021819483062586 [4] => -0.094743951251549 [5] => -0.57675412606319 [6] => -0.19044028536473 [7] => -0.015922966097169 [8] => -0.16367588429325 [9] => -0.37882371822496 [10] => -0.12551818230053 [11] => 0.066325925362038 [12] => -0.086186147616283 [13] => -0.17198493577602 [14] => -0.1001794975729 [15] => 0.08278537031645 [16] => -0.019088062223156 [17] => -0.054039296422431 [18] => 0.037426497940624 [19] => 0.20763436738896 [20] => 0.046495164334708 [21] => 0.041392685158225 [22] => 0.11925588927794 [23] => 0.26316246496222 [24] => 0.15075643986031 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.061050985533774 [SumXX] => 81.25 [SumXY] => 5.4313349623594 [SumYY] => 0.82762908721104 [Slope] => 0.066847199536731 [YInt] => -0.26159258414397 [PredictedY] => Array ( [0] => -0.26159258414397 [1] => -0.24488078425978 [2] => -0.2281689843756 [3] => -0.21145718449142 [4] => -0.19474538460724 [5] => -0.17803358472305 [6] => -0.16132178483887 [7] => -0.14460998495469 [8] => -0.12789818507051 [9] => -0.11118638518632 [10] => -0.09447458530214 [11] => -0.077762785417957 [12] => -0.061050985533774 [13] => -0.044339185649592 [14] => -0.027627385765409 [15] => -0.010915585881226 [16] => 0.0057962140029565 [17] => 0.022508013887139 [18] => 0.039219813771322 [19] => 0.055931613655505 [20] => 0.072643413539687 [21] => 0.08935521342387 [22] => 0.10606701330805 [23] => 0.12277881319224 [24] => 0.13949061307642 ) [Error] => Array ( [0] => 0.19709984996868 [1] => 0.10998475890091 [2] => -0.11477516276729 [3] => 0.18963770142883 [4] => 0.10000143335569 [5] => -0.39872054134014 [6] => -0.029118500525862 [7] => 0.12868701885752 [8] => -0.035777699222743 [9] => -0.26763733303864 [10] => -0.031043596998394 [11] => 0.14408871077999 [12] => -0.025135162082509 [13] => -0.12764575012643 [14] => -0.072552111807495 [15] => 0.093700956197676 [16] => -0.024884276226113 [17] => -0.076547310309571 [18] => -0.0017933158306982 [19] => 0.15170275373346 [20] => -0.026148249204979 [21] => -0.047962528265645 [22] => 0.013188875969884 [23] => 0.14038365176998 [24] => 0.011265826783891 ) [SquaredError] => Array ( [0] => 0.038848350857676 [1] => 0.012096647190492 [2] => 0.013173337988259 [3] => 0.035962457803211 [4] => 0.010000286673192 [5] => 0.15897807008657 [6] => 0.0008478870728746 [7] => 0.016560348822435 [8] => 0.0012800437616731 [9] => 0.071629742036037 [10] => 0.00096370491459868 [11] => 0.020761556574241 [12] => 0.000631776372914 [13] => 0.016293437525339 [14] => 0.0052638089277272 [15] => 0.0087798691923588 [16] => 0.00061922720329749 [17] => 0.0058594907156297 [18] => 3.2159816686329E-6 [19] => 0.023013725490314 [20] => 0.00068373093648569 [21] => 0.0023004041176328 [22] => 0.00017394644934898 [23] => 0.019707569684275 [24] => 0.00012691885312463 ) [TotalError] => 0.82762908721104 [SumError] => -4.1633363423443E-16 [SumSquaredError] => 0.46455955523138 [ErrorVariance] => 0.020198241531799 [StdErr] => 0.14212051763134 [SlopeStdErr] => 0.015766855803547 [SlopeVal] => [YIntStdErr] => 0.055183995312414 [YIntTVal] => -4.7403705125555 [R] => 0.66233397002056 [RSquared] => 0.43868628784319 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 4.2397292376895 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.8561244442423 [1] => 0.82968964089897 [2] => 0.89817648349768 [3] => 0.90031249698373 [4] => 0.81564414913197 [5] => 0.8608767964033 [6] => 0.90346982850717 [7] => 0.81444737852249 [8] => 0.78074923110355 [9] => 0.87168966568552 [10] => 0.95980431650834 [11] => 0.86033800657099 [12] => 0.84117169449953 [13] => 0.858897957232 [14] => 0.95390459341346 [15] => 0.91105102032813 [16] => 0.90714253100314 [17] => 0.94645226501307 [18] => 1.0443045191759 [19] => 0.96992818942812 [20] => 0.96331551138611 [21] => 0.9972552898201 [22] => 1.0764219673606 [23] => 1.0031157170998 [24] => 0.96992818942812 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.91176847532976 [SumXX] => 81.25 [SumXY] => 2.4971131870663 [SumYY] => 0.13577479589269 [Slope] => 0.030733700763893 [YInt] => 0.81956737303808 [PredictedY] => Array ( [0] => 0.81956737303808 [1] => 0.82725079822906 [2] => 0.83493422342003 [3] => 0.842617648611 [4] => 0.85030107380198 [5] => 0.85798449899295 [6] => 0.86566792418392 [7] => 0.8733513493749 [8] => 0.88103477456587 [9] => 0.88871819975684 [10] => 0.89640162494782 [11] => 0.90408505013879 [12] => 0.91176847532976 [13] => 0.91945190052074 [14] => 0.92713532571171 [15] => 0.93481875090268 [16] => 0.94250217609366 [17] => 0.95018560128463 [18] => 0.9578690264756 [19] => 0.96555245166658 [20] => 0.97323587685755 [21] => 0.98091930204852 [22] => 0.9886027272395 [23] => 0.99628615243047 [24] => 1.0039695776214 ) [Error] => Array ( [0] => 0.036557071204216 [1] => 0.0024388426699135 [2] => 0.063242260077646 [3] => 0.057694848372722 [4] => -0.034656924670012 [5] => 0.0028922974103471 [6] => 0.037801904323246 [7] => -0.05890397085241 [8] => -0.10028554346232 [9] => -0.017028534071329 [10] => 0.063402691560521 [11] => -0.043747043567797 [12] => -0.070596780830231 [13] => -0.060553943288733 [14] => 0.026769267701749 [15] => -0.023767730574557 [16] => -0.035359645090516 [17] => -0.003733336271557 [18] => 0.086435492700311 [19] => 0.0043757377615394 [20] => -0.0099203654714386 [21] => 0.01633598777158 [22] => 0.087819240121097 [23] => 0.0068295646693366 [24] => -0.034041388193327 ) [SquaredError] => Array ( [0] => 0.0013364194550301 [1] => 5.9479535685906E-6 [2] => 0.0039995834597286 [3] => 0.0033286955287514 [4] => 0.0012011024275829 [5] => 8.3653843099007E-6 [6] => 0.0014289839704638 [7] => 0.0034696777821815 [8] => 0.010057190227533 [9] => 0.0002899709726184 [10] => 0.0040199012971186 [11] => 0.0019138038209227 [12] => 0.0049839054635917 [13] => 0.0036667800478151 [14] => 0.00071659369328793 [15] => 0.00056490501666473 [16] => 0.0012503045009273 [17] => 1.3937799716523E-5 [18] => 0.0074710943983456 [19] => 1.9147080957762E-5 [20] => 9.8413651086911E-5 [21] => 0.00026686449647321 [22] => 0.0077122189354469 [23] => 4.6642953572651E-5 [24] => 0.0011588161101288 ) [TotalError] => 0.13577479589269 [SumError] => -7.7715611723761E-16 [SumSquaredError] => 0.059029266427824 [ErrorVariance] => 0.002566489844688 [StdErr] => 0.050660535377037 [SlopeStdErr] => 0.0056202817829035 [SlopeVal] => [YIntStdErr] => 0.019670986240162 [YIntTVal] => 41.663766271402 [R] => 0.75182534804713 [RSquared] => 0.56524135396619 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 5.4683558495915 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.13489602535887 [1] => -0.3429441471429 [2] => -0.021819483062586 [3] => -0.094743951251549 [4] => -0.57675412606319 [5] => -0.19044028536473 [6] => -0.015922966097169 [7] => -0.16367588429325 [8] => -0.37882371822496 [9] => -0.12551818230053 [10] => 0.066325925362038 [11] => -0.086186147616283 [12] => -0.17198493577602 [13] => -0.1001794975729 [14] => 0.08278537031645 [15] => -0.019088062223156 [16] => -0.054039296422431 [17] => 0.037426497940624 [18] => 0.20763436738896 [19] => 0.046495164334708 [20] => 0.041392685158225 [21] => 0.11925588927794 [22] => 0.26316246496222 [23] => 0.15075643986031 [24] => 0.065579714728448 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.055848087577625 [SumXX] => 81.25 [SumXY] => 5.8000413800611 [SumYY] => 0.84297582214768 [Slope] => 0.071385124677675 [YInt] => -0.27000346161065 [PredictedY] => Array ( [0] => -0.27000346161065 [1] => -0.25215718044123 [2] => -0.23431089927181 [3] => -0.21646461810239 [4] => -0.19861833693298 [5] => -0.18077205576356 [6] => -0.16292577459414 [7] => -0.14507949342472 [8] => -0.1272332122553 [9] => -0.10938693108588 [10] => -0.091540649916463 [11] => -0.073694368747044 [12] => -0.055848087577625 [13] => -0.038001806408206 [14] => -0.020155525238787 [15] => -0.0023092440693683 [16] => 0.015537037100051 [17] => 0.033383318269469 [18] => 0.051229599438888 [19] => 0.069075880608307 [20] => 0.086922161777726 [21] => 0.10476844294714 [22] => 0.12261472411656 [23] => 0.14046100528598 [24] => 0.1583072864554 ) [Error] => Array ( [0] => 0.13510743625178 [1] => -0.090786966701664 [2] => 0.21249141620923 [3] => 0.12172066685085 [4] => -0.37813578913022 [5] => -0.0096682296011752 [6] => 0.14700280849697 [7] => -0.018596390868529 [8] => -0.25159050596966 [9] => -0.016131251214652 [10] => 0.1578665752785 [11] => -0.01249177886924 [12] => -0.1161368481984 [13] => -0.062177691164698 [14] => 0.10294089555524 [15] => -0.016778818153788 [16] => -0.069576333522482 [17] => 0.0040431796711542 [18] => 0.15640476795007 [19] => -0.022580716273599 [20] => -0.045529476619501 [21] => 0.014487446330792 [22] => 0.14054774084565 [23] => 0.010295434574326 [24] => -0.092727571726953 ) [SquaredError] => Array ( [0] => 0.018254019330529 [1] => 0.008242273322889 [2] => 0.045152601962603 [3] => 0.014815920738615 [4] => 0.14298667502113 [5] => 9.347466362104E-5 [6] => 0.021609825705997 [7] => 0.00034582575333511 [8] => 0.063297782694072 [9] => 0.00026021726575021 [10] => 0.024921855590162 [11] => 0.00015604453931798 [12] => 0.013487767509458 [13] => 0.0038660652785725 [14] => 0.010596827977714 [15] => 0.00028152873863789 [16] => 0.0048408661864316 [17] => 1.6347301853235E-5 [18] => 0.024462451437516 [19] => 0.00050988874742877 [20] => 0.0020729332412457 [21] => 0.00020988610118757 [22] => 0.019753667456817 [23] => 0.00010599597307424 [24] => 0.0085984025583772 ) [TotalError] => 0.84297582214768 [SumError] => -6.6613381477509E-16 [SumSquaredError] => 0.42893914509634 [ErrorVariance] => 0.018649528047667 [StdErr] => 0.13656327488628 [SlopeStdErr] => 0.015150335075316 [SlopeVal] => [YIntStdErr] => 0.053026172763607 [YIntTVal] => -5.0918904295495 [R] => 0.70082865057507 [RSquared] => 0.49116079746687 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 4.7117852062546 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.82968964089897 [1] => 0.89817648349768 [2] => 0.90031249698373 [3] => 0.81564414913197 [4] => 0.8608767964033 [5] => 0.90346982850717 [6] => 0.81444737852249 [7] => 0.78074923110355 [8] => 0.87168966568552 [9] => 0.95980431650834 [10] => 0.86033800657099 [11] => 0.84117169449953 [12] => 0.858897957232 [13] => 0.95390459341346 [14] => 0.91105102032813 [15] => 0.90714253100314 [16] => 0.94645226501307 [17] => 1.0443045191759 [18] => 0.96992818942812 [19] => 0.96331551138611 [20] => 0.9972552898201 [21] => 1.0764219673606 [22] => 1.0031157170998 [23] => 0.96992818942812 [24] => 1.0153178330691 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.91813621088284 [SumXX] => 81.25 [SumXY] => 2.6269181592501 [SumYY] => 0.14238730578341 [Slope] => 0.03233130042154 [YInt] => 0.82114230961822 [PredictedY] => Array ( [0] => 0.82114230961822 [1] => 0.8292251347236 [2] => 0.83730795982899 [3] => 0.84539078493437 [4] => 0.85347361003976 [5] => 0.86155643514514 [6] => 0.86963926025053 [7] => 0.87772208535591 [8] => 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0.085540330529292 [22] => 0.0041512551631201 [23] => -0.037119097613955 [24] => 0.00018772092166053 ) [SquaredError] => Array ( [0] => 7.3056872022964E-5 [1] => 0.0047542884977641 [2] => 0.003969571702083 [3] => 0.000884862341561 [4] => 5.4807168333324E-5 [5] => 0.0017567325431201 [6] => 0.0030461438086818 [7] => 0.0094037344618493 [8] => 0.00019924013508022 [9] => 0.004344995643038 [10] => 0.0017332695609788 [11] => 0.0047446873933066 [12] => 0.0035091706956004 [13] => 0.00076649008994617 [14] => 0.0005406015963017 [15] => 0.0012420095028484 [16] => 1.6122202779825E-5 [17] => 0.0073537798618908 [18] => 1.0857208947249E-5 [19] => 0.00012997083557062 [20] => 0.00020898975888771 [21] => 0.0073171481470605 [22] => 1.7232919429331E-5 [23] => 0.0013778274076743 [24] => 3.5239144429078E-8 ) [TotalError] => 0.14238730578341 [SumError] => -3.3306690738755E-15 [SumSquaredError] => 0.057455625593901 [ErrorVariance] => 0.0024980706779957 [StdErr] => 0.049980703056236 [SlopeStdErr] => 0.0055448611585539 [SlopeVal] => [YIntStdErr] => 0.019407014054938 [YIntTVal] => 42.311625440868 [R] => 0.77232345024645 [RSquared] => 0.59648351180058 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 5.8308584285584 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.3429441471429 [1] => -0.021819483062586 [2] => -0.094743951251549 [3] => -0.57675412606319 [4] => -0.19044028536473 [5] => -0.015922966097169 [6] => -0.16367588429325 [7] => -0.37882371822496 [8] => -0.12551818230053 [9] => 0.066325925362038 [10] => -0.086186147616283 [11] => -0.17198493577602 [12] => -0.1001794975729 [13] => 0.08278537031645 [14] => -0.019088062223156 [15] => -0.054039296422431 [16] => 0.037426497940624 [17] => 0.20763436738896 [18] => 0.046495164334708 [19] => 0.041392685158225 [20] => 0.11925588927794 [21] => 0.26316246496222 [22] => 0.15075643986031 [23] => 0.065579714728448 [24] => 0.17201880942456 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.043571494186288 [SumXX] => 81.25 [SumXY] => 6.2267362732786 [SumYY] => 0.88488269979721 [Slope] => 0.07663675413266 [YInt] => -0.27348175658427 [PredictedY] => Array ( [0] => -0.27348175658427 [1] => -0.2543225680511 [2] => -0.23516337951794 [3] => -0.21600419098477 [4] => -0.19684500245161 [5] => -0.17768581391844 [6] => -0.15852662538528 [7] => -0.13936743685211 [8] => -0.12020824831895 [9] => -0.10104905978578 [10] => -0.081889871252618 [11] => -0.062730682719453 [12] => -0.043571494186288 [13] => -0.024412305653123 [14] => -0.0052531171199579 [15] => 0.013906071413207 [16] => 0.033065259946372 [17] => 0.052224448479537 [18] => 0.071383637012702 [19] => 0.090542825545867 [20] => 0.10970201407903 [21] => 0.1288612026122 [22] => 0.14802039114536 [23] => 0.16717957967853 [24] => 0.18633876821169 ) [Error] => Array ( [0] => -0.069462390558628 [1] => 0.23250308498852 [2] => 0.14041942826639 [3] => -0.36074993507842 [4] => 0.0064047170868756 [5] => 0.16176284782127 [6] => -0.0051492589079705 [7] => -0.23945628137285 [8] => -0.0053099339815857 [9] => 0.16737498514782 [10] => -0.0042962763636655 [11] => -0.10925425305657 [12] => -0.056608003386616 [13] => 0.10719767596957 [14] => -0.013834945103199 [15] => -0.067945367835639 [16] => 0.0043612379942515 [17] => 0.15540991890942 [18] => -0.024888472677994 [19] => -0.049150140387642 [20] => 0.0095538751989045 [21] => 0.13430126235002 [22] => 0.0027360487149469 [23] => -0.10159986495008 [24] => -0.014319958787136 ) [SquaredError] => Array ( [0] => 0.0048250237021194 [1] => 0.054057684529177 [2] => 0.01971761583466 [3] => 0.13014051565908 [4] => 4.1020400962916E-5 [5] => 0.026167218935249 [6] => 2.6514867301313E-5 [7] => 0.057339310688914 [8] => 2.8195398888799E-5 [9] => 0.028014385653233 [10] => 1.8457990592991E-5 [11] => 0.011936491810949 [12] => 0.0032044660474191 [13] => 0.011491341733278 [14] => 0.00019140570600852 [15] => 0.0046165730103202 [16] => 1.9020396842503E-5 [17] => 0.024152242895434 [18] => 0.00061943607224325 [19] => 0.0024157363001249 [20] => 9.1276531316243E-5 [21] => 0.018036829068809 [22] => 7.4859625705626E-6 [23] => 0.010322532557874 [24] => 0.00020506121966526 ) [TotalError] => 0.88488269979721 [SumError] => 2.0816681711722E-16 [SumSquaredError] => 0.40768584297304 [ErrorVariance] => 0.01772547143361 [StdErr] => 0.13313704005126 [SlopeStdErr] => 0.014770228448256 [SlopeVal] => [YIntStdErr] => 0.051695799568895 [YIntTVal] => -5.2902123357198 [R] => 0.73435479511547 [RSquared] => 0.53927696510908 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 5.1885963985689 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.89817648349768 [1] => 0.90031249698373 [2] => 0.81564414913197 [3] => 0.8608767964033 [4] => 0.90346982850717 [5] => 0.81444737852249 [6] => 0.78074923110355 [7] => 0.87168966568552 [8] => 0.95980431650834 [9] => 0.86033800657099 [10] => 0.84117169449953 [11] => 0.858897957232 [12] => 0.95390459341346 [13] => 0.91105102032813 [14] => 0.90714253100314 [15] => 0.94645226501307 [16] => 1.0443045191759 [17] => 0.96992818942812 [18] => 0.96331551138611 [19] => 0.9972552898201 [20] => 1.0764219673606 [21] => 1.0031157170998 [22] => 0.96992818942812 [23] => 1.0153178330691 [24] => 1.1141103565319 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.92951303950815 [SumXX] => 81.25 [SumXY] => 2.9273892437497 [SumYY] => 0.16973457006514 [Slope] => 0.03602940607692 [YInt] => 0.82142482127739 [PredictedY] => Array ( [0] => 0.82142482127739 [1] => 0.83043217279662 [2] => 0.83943952431585 [3] => 0.84844687583508 [4] => 0.85745422735431 [5] => 0.86646157887354 [6] => 0.87546893039277 [7] => 0.884476281912 [8] => 0.89348363343123 [9] => 0.90249098495046 [10] => 0.91149833646969 [11] => 0.92050568798892 [12] => 0.92951303950815 [13] => 0.93852039102738 [14] => 0.94752774254661 [15] => 0.95653509406584 [16] => 0.96554244558507 [17] => 0.9745497971043 [18] => 0.98355714862353 [19] => 0.99256450014276 [20] => 1.001571851662 [21] => 1.0105792031812 [22] => 1.0195865547005 [23] => 1.0285939062197 [24] => 1.0376012577389 ) [Error] => Array ( [0] => 0.076751662220282 [1] => 0.069880324187102 [2] => -0.023795375183889 [3] => 0.012429920568214 [4] => 0.046015601152856 [5] => -0.052014200351056 [6] => -0.094719699289221 [7] => -0.012786616226488 [8] => 0.066320683077104 [9] => -0.04215297837947 [10] => -0.070326641970161 [11] => -0.06160773075692 [12] => 0.024391553905307 [13] => -0.027469370699256 [14] => -0.040385211543473 [15] => -0.01008282905277 [16] => 0.078762073590842 [17] => -0.0046216076761867 [18] => -0.020241637237421 [19] => 0.0046907896773406 [20] => 0.074850115698601 [21] => -0.007463486081416 [22] => -0.049658365272336 [23] => -0.013276073150565 [24] => 0.07650909879298 ) [SquaredError] => Array ( [0] => 0.0058908176535763 [1] => 0.0048832597084945 [2] => 0.00056621988014202 [3] => 0.00015450292533211 [4] => 0.0021174355494588 [5] => 0.0027054770381598 [6] => 0.0089718214334405 [7] => 0.00016349755452349 [8] => 0.0043984330038137 [9] => 0.00177687358626 [10] => 0.0049458365707992 [11] => 0.0037955124890171 [12] => 0.00059494790191548 [13] => 0.00075456632661317 [14] => 0.001630965311411 [15] => 0.00010166344170738 [16] => 0.0062034642363292 [17] => 2.1359257512588E-5 [18] => 0.00040972387805136 [19] => 2.2003507797045E-5 [20] => 0.0056025398200939 [21] => 5.570362448749E-5 [22] => 0.0024659532415208 [23] => 0.00017625411829916 [24] => 0.0058536421981139 ) [TotalError] => 0.16973457006514 [SumError] => -5.5511151231258E-16 [SumSquaredError] => 0.06426247425687 [ErrorVariance] => 0.0027940206198639 [StdErr] => 0.052858496193743 [SlopeStdErr] => 0.0058641236421679 [SlopeVal] => [YIntStdErr] => 0.020524432747588 [YIntTVal] => 40.021803836403 [R] => 0.78828567701249 [RSquared] => 0.62139430858305 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 6.1440392930733 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.021819483062586 [1] => -0.094743951251549 [2] => -0.57675412606319 [3] => -0.19044028536473 [4] => -0.015922966097169 [5] => -0.16367588429325 [6] => -0.37882371822496 [7] => -0.12551818230053 [8] => 0.066325925362038 [9] => -0.086186147616283 [10] => -0.17198493577602 [11] => -0.1001794975729 [12] => 0.08278537031645 [13] => -0.019088062223156 [14] => -0.054039296422431 [15] => 0.037426497940624 [16] => 0.20763436738896 [17] => 0.046495164334708 [18] => 0.041392685158225 [19] => 0.11925588927794 [20] => 0.26316246496222 [21] => 0.15075643986031 [22] => 0.065579714728448 [23] => 0.17201880942456 [24] => 0.33000770087276 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.016653420265662 [SumXX] => 81.25 [SumXY] => 6.3745127363468 [SumYY] => 0.91670556184999 [Slope] => 0.078455541370422 [YInt] => -0.25202004437693 [PredictedY] => Array ( [0] => -0.25202004437693 [1] => -0.23240615903432 [2] => -0.21279227369172 [3] => -0.19317838834911 [4] => -0.17356450300651 [5] => -0.1539506176639 [6] => -0.13433673232129 [7] => -0.11472284697869 [8] => -0.095108961636084 [9] => -0.075495076293478 [10] => -0.055881190950873 [11] => -0.036267305608267 [12] => -0.016653420265662 [13] => 0.0029604650769439 [14] => 0.022574350419549 [15] => 0.042188235762155 [16] => 0.06180212110476 [17] => 0.081416006447366 [18] => 0.10102989178997 [19] => 0.12064377713258 [20] => 0.14025766247518 [21] => 0.15987154781779 [22] => 0.17948543316039 [23] => 0.199099318503 [24] => 0.2187132038456 ) [Error] => Array ( [0] => 0.23020056131434 [1] => 0.13766220778277 [2] => -0.36396185237148 [3] => 0.0027381029843789 [4] => 0.15764153690934 [5] => -0.0097252666293481 [6] => -0.24448698590367 [7] => -0.010795335321844 [8] => 0.16143488699812 [9] => -0.010691071322805 [10] => -0.11610374482515 [11] => -0.063912191964637 [12] => 0.099438790582112 [13] => -0.0220485273001 [14] => -0.076613646841981 [15] => -0.0047617378215312 [16] => 0.1458322462842 [17] => -0.034920842112658 [18] => -0.059637206631746 [19] => -0.0013878878546402 [20] => 0.12290480248703 [21] => -0.0091151079574789 [22] => -0.11390571843194 [23] => -0.027080509078442 [24] => 0.11129449702715 ) [SquaredError] => Array ( [0] => 0.052992298429438 [1] => 0.018950883451627 [2] => 0.13246822998168 [3] => 7.4972079530647E-6 [4] => 0.024850854159138 [5] => 9.4580811011913E-5 [6] => 0.059773886276261 [7] => 0.00011653926471106 [8] => 0.026061222740096 [9] => 0.00011429900602931 [10] => 0.013480079562424 [11] => 0.0040847682817246 [12] => 0.0098880730724331 [13] => 0.00048613755610327 [14] => 0.0058696508824278 [15] => 2.2674147081001E-5 [16] => 0.021267044056296 [17] => 0.0012194652138572 [18] => 0.0035565964148376 [19] => 1.9262326970578E-6 [20] => 0.015105590474377 [21] => 8.3085193076494E-5 [22] => 0.012974512691498 [23] => 0.0007333539719476 [24] => 0.012386465068527 ) [TotalError] => 0.91670556184999 [SumError] => -1.942890293094E-16 [SumSquaredError] => 0.41658971414725 [ErrorVariance] => 0.018112596267272 [StdErr] => 0.13458304598749 [SlopeStdErr] => 0.01493064840357 [SlopeVal] => [YIntStdErr] => 0.052257269412496 [YIntTVal] => -4.8226791642631 [R] => 0.73861883007754 [RSquared] => 0.54555777614512 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 5.2546640473873 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.90031249698373 [1] => 0.81564414913197 [2] => 0.8608767964033 [3] => 0.90346982850717 [4] => 0.81444737852249 [5] => 0.78074923110355 [6] => 0.87168966568552 [7] => 0.95980431650834 [8] => 0.86033800657099 [9] => 0.84117169449953 [10] => 0.858897957232 [11] => 0.95390459341346 [12] => 0.91105102032813 [13] => 0.90714253100314 [14] => 0.94645226501307 [15] => 1.0443045191759 [16] => 0.96992818942812 [17] => 0.96331551138611 [18] => 0.9972552898201 [19] => 1.0764219673606 [20] => 1.0031157170998 [21] => 0.96992818942812 [22] => 1.0153178330691 [23] => 1.1141103565319 [24] => 1.084003990608 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.93694613979257 [SumXX] => 81.25 [SumXY] => 3.2890182900153 [SumYY] => 0.19123876979833 [Slope] => 0.040480225107881 [YInt] => 0.81550546446893 [PredictedY] => Array ( [0] => 0.81550546446893 [1] => 0.8256255207459 [2] => 0.83574557702287 [3] => 0.84586563329984 [4] => 0.85598568957681 [5] => 0.86610574585378 [6] => 0.87622580213075 [7] => 0.88634585840772 [8] => 0.89646591468469 [9] => 0.90658597096166 [10] => 0.91670602723863 [11] => 0.9268260835156 [12] => 0.93694613979257 [13] => 0.94706619606954 [14] => 0.95718625234651 [15] => 0.96730630862348 [16] => 0.97742636490045 [17] => 0.98754642117742 [18] => 0.99766647745439 [19] => 1.0077865337314 [20] => 1.0179065900083 [21] => 1.0280266462853 [22] => 1.0381467025623 [23] => 1.0482667588392 [24] => 1.0583868151162 ) [Error] => Array ( [0] => 0.084807032514801 [1] => -0.0099813716139302 [2] => 0.025131219380432 [3] => 0.057604195207334 [4] => -0.041538311054318 [5] => -0.085356514750224 [6] => -0.004536136445231 [7] => 0.073458458100621 [8] => -0.036127908113693 [9] => -0.065414276462125 [10] => -0.057808070006624 [11] => 0.027078509897863 [12] => -0.025895119464441 [13] => -0.039923665066397 [14] => -0.010733987333435 [15] => 0.076998210552437 [16] => -0.007498175472332 [17] => -0.024230909791307 [18] => -0.00041118763428516 [19] => 0.068635433629235 [20] => -0.014790872908522 [21] => -0.058098456857183 [22] => -0.022828869493152 [23] => 0.065843597692653 [24] => 0.02561717549182 ) [SquaredError] => Array ( [0] => 0.0071922327639665 [1] => 9.9627779295372E-5 [2] => 0.00063157818754741 [3] => 0.0033182433054847 [4] => 0.0017254312852453 [5] => 0.0072857346103052 [6] => 2.0576533849753E-5 [7] => 0.0053961450665208 [8] => 0.0013052257446714 [9] => 0.0042790275650633 [10] => 0.0033417729578907 [11] => 0.00073324569828864 [12] => 0.00067055721207765 [13] => 0.0015938990323338 [14] => 0.00011521848407434 [15] => 0.0059287244282774 [16] => 5.6222635413881E-5 [17] => 0.00058713698931445 [18] => 1.6907527058903E-7 [19] => 0.0047108227494731 [20] => 0.00021876992139606 [21] => 0.0033754306891859 [22] => 0.00052115728233538 [23] => 0.0043353793571119 [24] => 0.0006562396801787 ) [TotalError] => 0.19123876979833 [SumError] => -2.6645352591004E-15 [SumSquaredError] => 0.058098569034572 [ErrorVariance] => 0.0025260247406336 [StdErr] => 0.050259573621685 [SlopeStdErr] => 0.005575799070029 [SlopeVal] => [YIntStdErr] => 0.019515296745102 [YIntTVal] => 41.788012507349 [R] => 0.83438527868692 [RSquared] => 0.69619879328946 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 7.2599863444631 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.094743951251549 [1] => -0.57675412606319 [2] => -0.19044028536473 [3] => -0.015922966097169 [4] => -0.16367588429325 [5] => -0.37882371822496 [6] => -0.12551818230053 [7] => 0.066325925362038 [8] => -0.086186147616283 [9] => -0.17198493577602 [10] => -0.1001794975729 [11] => 0.08278537031645 [12] => -0.019088062223156 [13] => -0.054039296422431 [14] => 0.037426497940624 [15] => 0.20763436738896 [16] => 0.046495164334708 [17] => 0.041392685158225 [18] => 0.11925588927794 [19] => 0.26316246496222 [20] => 0.15075643986031 [21] => 0.065579714728448 [22] => 0.17201880942456 [23] => 0.33000770087276 [24] => 0.26434550705009 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => -0.0052068206611545 [SumXX] => 81.25 [SumXY] => 7.200719814204 [SumYY] => 0.99236365473512 [Slope] => 0.088624243867127 [YInt] => -0.27107955226253 [PredictedY] => Array ( [0] => -0.27107955226253 [1] => -0.24892349129575 [2] => -0.22676743032897 [3] => -0.20461136936219 [4] => -0.18245530839541 [5] => -0.16029924742863 [6] => -0.13814318646184 [7] => -0.11598712549506 [8] => -0.093831064528281 [9] => -0.071675003561499 [10] => -0.049518942594718 [11] => -0.027362881627936 [12] => -0.0052068206611545 [13] => 0.016949240305627 [14] => 0.039105301272409 [15] => 0.061261362239191 [16] => 0.083417423205972 [17] => 0.10557348417275 [18] => 0.12772954513954 [19] => 0.14988560610632 [20] => 0.1720416670731 [21] => 0.19419772803988 [22] => 0.21635378900666 [23] => 0.23850984997344 [24] => 0.26066591094023 ) [Error] => Array ( [0] => 0.17633560101099 [1] => -0.32783063476744 [2] => 0.036327144964239 [3] => 0.18868840326502 [4] => 0.01877942410216 [5] => -0.21852447079634 [6] => 0.012625004161311 [7] => 0.1823130508571 [8] => 0.0076449169119978 [9] => -0.10030993221452 [10] => -0.050660554978186 [11] => 0.11014825194439 [12] => -0.013881241562002 [13] => -0.070988536728059 [14] => -0.0016788033317852 [15] => 0.14637300514977 [16] => -0.036922258871264 [17] => -0.064180799014529 [18] => -0.0084736558615989 [19] => 0.1132768588559 [20] => -0.02128522721279 [21] => -0.12861801331143 [22] => -0.044334979582106 [23] => 0.091497850899315 [24] => 0.0036795961098668 ) [SquaredError] => Array ( [0] => 0.031094244183906 [1] => 0.10747292509202 [2] => 0.0013196614612528 [3] => 0.035603313526703 [4] => 0.00035266676960877 [5] => 0.04775294433682 [6] => 0.00015939073007312 [7] => 0.033238048512824 [8] => 5.844475459135E-5 [9] => 0.010062082500882 [10] => 0.0025664918306978 [11] => 0.012132637406404 [12] => 0.00019268886730265 [13] => 0.0050393723467909 [14] => 2.8183806268131E-6 [15] => 0.021425056636575 [16] => 0.0013632532001566 [17] => 0.0041191749621433 [18] => 7.180284366081E-5 [19] => 0.012831646752259 [20] => 0.00045306089750009 [21] => 0.01654259334818 [22] => 0.0019655904145457 [23] => 0.0083718567191933 [24] => 1.3539427531747E-5 ) [TotalError] => 0.99236365473512 [SumError] => 1.1102230246252E-16 [SumSquaredError] => 0.35420530590225 [ErrorVariance] => 0.015400230691402 [StdErr] => 0.12409766593858 [SlopeStdErr] => 0.013767399929444 [SlopeVal] => [YIntStdErr] => 0.048185899753054 [YIntTVal] => -5.6257028228543 [R] => 0.80191585973719 [RSquared] => 0.64306904609803 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 6.4372535352581 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.81564414913197 [1] => 0.8608767964033 [2] => 0.90346982850717 [3] => 0.81444737852249 [4] => 0.78074923110355 [5] => 0.87168966568552 [6] => 0.95980431650834 [7] => 0.86033800657099 [8] => 0.84117169449953 [9] => 0.858897957232 [10] => 0.95390459341346 [11] => 0.91105102032813 [12] => 0.90714253100314 [13] => 0.94645226501307 [14] => 1.0443045191759 [15] => 0.96992818942812 [16] => 0.96331551138611 [17] => 0.9972552898201 [18] => 1.0764219673606 [19] => 1.0031157170998 [20] => 0.96992818942812 [21] => 1.0153178330691 [22] => 1.1141103565319 [23] => 1.084003990608 [24] => 1.0981936258633 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.94486138494775 [SumXX] => 81.25 [SumXY] => 3.6537014090987 [SumYY] => 0.21433122013034 [Slope] => 0.044968632727369 [YInt] => 0.80995548676564 [PredictedY] => Array ( [0] => 0.80995548676564 [1] => 0.82119764494748 [2] => 0.83243980312933 [3] => 0.84368196131117 [4] => 0.85492411949301 [5] => 0.86616627767485 [6] => 0.8774084358567 [7] => 0.88865059403854 [8] => 0.89989275222038 [9] => 0.91113491040222 [10] => 0.92237706858407 [11] => 0.93361922676591 [12] => 0.94486138494775 [13] => 0.95610354312959 [14] => 0.96734570131143 [15] => 0.97858785949328 [16] => 0.98983001767512 [17] => 1.001072175857 [18] => 1.0123143340388 [19] => 1.0235564922206 [20] => 1.0347986504025 [21] => 1.0460408085843 [22] => 1.0572829667662 [23] => 1.068525124948 [24] => 1.0797672831299 ) [Error] => Array ( [0] => 0.0056886623663227 [1] => 0.039679151455813 [2] => 0.071030025377843 [3] => -0.029234582788682 [4] => -0.07417488838946 [5] => 0.0055233880106613 [6] => 0.082395880651642 [7] => -0.028312587467545 [8] => -0.058721057720848 [9] => -0.052236953170219 [10] => 0.031527524829394 [11] => 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0.003229352227585 [23] => 0.00023959528212079 [24] => 0.00033953010652988 ) [TotalError] => 0.21433122013034 [SumError] => -1.9984014443253E-15 [SumSquaredError] => 0.050029263369112 [ErrorVariance] => 0.0021751853638745 [StdErr] => 0.046638882532437 [SlopeStdErr] => 0.0051741194584936 [SlopeVal] => [YIntStdErr] => 0.018109418104728 [YIntTVal] => 44.725649498047 [R] => 0.87554535779706 [RSquared] => 0.76657967355998 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 8.6910696763196 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.57675412606319 [1] => -0.19044028536473 [2] => -0.015922966097169 [3] => -0.16367588429325 [4] => -0.37882371822496 [5] => -0.12551818230053 [6] => 0.066325925362038 [7] => -0.086186147616283 [8] => -0.17198493577602 [9] => -0.1001794975729 [10] => 0.08278537031645 [11] => -0.019088062223156 [12] => -0.054039296422431 [13] => 0.037426497940624 [14] => 0.20763436738896 [15] => 0.046495164334708 [16] => 0.041392685158225 [17] => 0.11925588927794 [18] => 0.26316246496222 [19] => 0.15075643986031 [20] => 0.065579714728448 [21] => 0.17201880942456 [22] => 0.33000770087276 [23] => 0.26434550705009 [24] => 0.25454807710897 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.0087648604732664 [SumXX] => 81.25 [SumXY] => 7.6889888330956 [SumYY] => 1.0469391670533 [Slope] => 0.094633708715023 [YInt] => -0.2751362656718 [PredictedY] => Array ( [0] => -0.2751362656718 [1] => -0.25147783849305 [2] => -0.22781941131429 [3] => -0.20416098413554 [4] => -0.18050255695678 [5] => -0.15684412977802 [6] => -0.13318570259927 [7] => 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-0.13245256317486 [21] => -0.049671895657513 [22] => 0.084658568611934 [23] => -0.0046620523894884 [24] => -0.038117909509363 ) [SquaredError] => Array ( [0] => 0.090973333707079 [1] => 0.003725582891892 [2] => 0.044900103495653 [3] => 0.00163904330924 [4] => 0.039331283006761 [5] => 0.00098131498536252 [6] => 0.039804889691771 [7] => 0.00054480824717337 [8] => 0.0074159805322094 [9] => 0.0014416507710148 [10] => 0.014722755951172 [11] => 1.7593792647729E-5 [12] => 0.0039443621233794 [13] => 2.5032113191966E-5 [14] => 0.022968206497421 [15] => 0.0011052285405997 [16] => 0.0038447296543498 [17] => 6.0857271815747E-5 [18] => 0.012644337123305 [19] => 0.00055778209593072 [20] => 0.017543681491592 [21] => 0.0024672972182108 [22] => 0.0071670732394216 [23] => 2.1734732482334E-5 [24] => 0.001452975025364 ) [TotalError] => 1.0469391670533 [SumError] => -1.3322676295502E-15 [SumSquaredError] => 0.31930163750904 [ErrorVariance] => 0.013882679891697 [StdErr] => 0.11782478470889 [SlopeStdErr] => 0.013071486239644 [SlopeVal] => [YIntStdErr] => 0.045750201838754 [YIntTVal] => -6.0138809144825 [R] => 0.83367508329724 [RSquared] => 0.69501414451066 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 7.2397053387865 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.8608767964033 [1] => 0.90346982850717 [2] => 0.81444737852249 [3] => 0.78074923110355 [4] => 0.87168966568552 [5] => 0.95980431650834 [6] => 0.86033800657099 [7] => 0.84117169449953 [8] => 0.858897957232 [9] => 0.95390459341346 [10] => 0.91105102032813 [11] => 0.90714253100314 [12] => 0.94645226501307 [13] => 1.0443045191759 [14] => 0.96992818942812 [15] => 0.96331551138611 [16] => 0.9972552898201 [17] => 1.0764219673606 [18] => 1.0031157170998 [19] => 0.96992818942812 [20] => 1.0153178330691 [21] => 1.1141103565319 [22] => 1.084003990608 [23] => 1.0981936258633 [24] => 1.1700268981511 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.95903669490852 [SumXX] => 81.25 [SumXY] => 3.9092419323075 [SumYY] => 0.24331014912251 [Slope] => 0.04811374685917 [YInt] => 0.81469545433101 [PredictedY] => Array ( [0] => 0.81469545433101 [1] => 0.8267238910458 [2] => 0.83875232776059 [3] => 0.85078076447538 [4] => 0.86280920119018 [5] => 0.87483763790497 [6] => 0.88686607461976 [7] => 0.89889451133455 [8] => 0.91092294804935 [9] => 0.92295138476414 [10] => 0.93497982147893 [11] => 0.94700825819372 [12] => 0.95903669490852 [13] => 0.97106513162331 [14] => 0.9830935683381 [15] => 0.99512200505289 [16] => 1.0071504417677 [17] => 1.0191788784825 [18] => 1.0312073151973 [19] => 1.0432357519121 [20] => 1.0552641886269 [21] => 1.0672926253416 [22] => 1.0793210620564 [23] => 1.0913494987712 [24] => 1.103377935486 ) [Error] => Array ( [0] => 0.046181342072291 [1] => 0.076745937461371 [2] => -0.024304949238104 [3] => -0.070031533371832 [4] => 0.0088804644953386 [5] => 0.084966678603369 [6] => -0.026528068048768 [7] => -0.057722816835022 [8] => -0.052024990817343 [9] => 0.030953208649321 [10] => -0.023928801150805 [11] => -0.039865727190583 [12] => -0.012584429895443 [13] => 0.073239387552606 [14] => -0.013165378909985 [15] => -0.031806493666782 [16] => -0.0098951519475825 [17] => 0.057243088878115 [18] => -0.028091598097464 [19] => -0.073307562483947 [20] => -0.039946355557739 [21] => 0.046817731190244 [22] => 0.0046829285515892 [23] => 0.0068441270920558 [24] => 0.066648962665092 ) [SquaredError] => Array ( [0] => 0.0021327163555979 [1] => 0.0058899389168246 [2] => 0.00059073055746682 [3] => 0.00490441566641 [4] => 7.886264965297E-5 [5] => 0.0072193364728882 [6] => 0.00070373839440006 [7] => 0.0033319235833695 [8] => 0.0027065996695446 [9] => 0.0009581011256884 [10] => 0.00057258752451474 [11] => 0.001589276204434 [12] => 0.00015836787579332 [13] => 0.0053640078890808 [14] => 0.00017332720184347 [15] => 0.001011653039375 [16] => 9.7914032065746E-5 [17] => 0.0032767712243078 [18] => 0.00078913788366945 [19] => 0.0053739987173378 [20] => 0.0015957113223453 [21] => 0.0021918999538019 [22] => 2.192981981929E-5 [23] => 4.6842075652213E-5 [24] => 0.0044420842243328 ) [TotalError] => 0.24331014912251 [SumError] => -5.8841820305133E-15 [SumSquaredError] => 0.055221872380217 [ErrorVariance] => 0.0024009509730529 [StdErr] => 0.048999499722476 [SlopeStdErr] => 0.0054360064221991 [SlopeVal] => [YIntStdErr] => 0.019026022477697 [YIntTVal] => 42.820061591225 [R] => 0.8792264635232 [RSquared] => 0.77303917415952 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 8.8509363533286 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.19044028536473 [1] => -0.015922966097169 [2] => -0.16367588429325 [3] => -0.37882371822496 [4] => -0.12551818230053 [5] => 0.066325925362038 [6] => -0.086186147616283 [7] => -0.17198493577602 [8] => -0.1001794975729 [9] => 0.08278537031645 [10] => -0.019088062223156 [11] => -0.054039296422431 [12] => 0.037426497940624 [13] => 0.20763436738896 [14] => 0.046495164334708 [15] => 0.041392685158225 [16] => 0.11925588927794 [17] => 0.26316246496222 [18] => 0.15075643986031 [19] => 0.065579714728448 [20] => 0.17201880942456 [21] => 0.33000770087276 [22] => 0.26434550705009 [23] => 0.25454807710897 [24] => 0.33505651943909 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.045237286293358 [SumXX] => 81.25 [SumXY] => 6.7649271037496 [SumYY] => 0.77731698403922 [Slope] => 0.083260641276919 [YInt] => -0.2045446375374 [PredictedY] => Array ( [0] => -0.2045446375374 [1] => -0.18372947721817 [2] => -0.16291431689894 [3] => -0.14209915657971 [4] => -0.12128399626048 [5] => -0.10046883594125 [6] => -0.07965367562202 [7] => -0.05883851530279 [8] => -0.038023354983561 [9] => -0.017208194664331 [10] => 0.0036069656548985 [11] => 0.024422125974128 [12] => 0.045237286293358 [13] => 0.066052446612587 [14] => 0.086867606931817 [15] => 0.10768276725105 [16] => 0.12849792757028 [17] => 0.14931308788951 [18] => 0.17012824820874 [19] => 0.19094340852797 [20] => 0.21175856884719 [21] => 0.23257372916642 [22] => 0.25338888948565 [23] => 0.27420404980488 [24] => 0.29501921012411 ) [Error] => Array ( [0] => 0.014104352172666 [1] => 0.167806511121 [2] => -0.00076156739430955 [3] => -0.23672456164526 [4] => -0.0042341860400541 [5] => 0.16679476130329 [6] => -0.0065324719942632 [7] => -0.11314642047323 [8] => -0.062156142589343 [9] => 0.099993564980781 [10] => -0.022695027878055 [11] => -0.07846142239656 [12] => -0.0078107883527341 [13] => 0.14158192077637 [14] => -0.040372442597109 [15] => -0.066290082092822 [16] => -0.0092420382923397 [17] => 0.11384937707271 [18] => -0.019371808348427 [19] => -0.12536369379952 [20] => -0.039739759422638 [21] => 0.097433971706335 [22] => 0.010956617564438 [23] => -0.01965597269591 [24] => 0.040037309314978 ) [SquaredError] => Array ( [0] => 0.00019893275021058 [1] => 0.028159025174602 [2] => 5.7998489607543E-7 [3] => 0.056038518086138 [4] => 1.7928331421789E-5 [5] => 0.027820492398221 [6] => 4.2673190355833E-5 [7] => 0.012802112465906 [8] => 0.0038633860615867 [9] => 0.0099987130375657 [10] => 0.00051506429038569 [11] => 0.0061561948044913 [12] => 6.1008414691207E-5 [13] => 0.020045440290727 [14] => 0.0016299341212568 [15] => 0.004394374983873 [16] => 8.5415271797073E-5 [17] => 0.012961680659844 [18] => 0.00037526695868817 [19] => 0.015716055723059 [20] => 0.0015792484789692 [21] => 0.0094933788424708 [22] => 0.00012004746845336 [23] => 0.00038635726262236 [24] => 0.0016029861371832 ) [TotalError] => 0.77731698403922 [SumError] => 6.1062266354384E-16 [SumSquaredError] => 0.21406481518942 [ErrorVariance] => 0.0093071658778007 [StdErr] => 0.096473653801443 [SlopeStdErr] => 0.010702790938845 [SlopeVal] => [YIntStdErr] => 0.037459768285958 [YIntTVal] => -5.4603818148569 [R] => 0.85124065626272 [RSquared] => 0.72461065487459 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 7.7793392165337 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.90346982850717 [1] => 0.81444737852249 [2] => 0.78074923110355 [3] => 0.87168966568552 [4] => 0.95980431650834 [5] => 0.86033800657099 [6] => 0.84117169449953 [7] => 0.858897957232 [8] => 0.95390459341346 [9] => 0.91105102032813 [10] => 0.90714253100314 [11] => 0.94645226501307 [12] => 1.0443045191759 [13] => 0.96992818942812 [14] => 0.96331551138611 [15] => 0.9972552898201 [16] => 1.0764219673606 [17] => 1.0031157170998 [18] => 0.96992818942812 [19] => 1.0153178330691 [20] => 1.1141103565319 [21] => 1.084003990608 [22] => 1.0981936258633 [23] => 1.1700268981511 [24] => 1.2432613427206 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.97433207676121 [SumXX] => 81.25 [SumXY] => 4.4428962056018 [SumYY] => 0.30860971622136 [Slope] => 0.05468179945356 [YInt] => 0.81028667840053 [PredictedY] => Array ( [0] => 0.81028667840053 [1] => 0.82395712826392 [2] => 0.83762757812731 [3] => 0.8512980279907 [4] => 0.86496847785409 [5] => 0.87863892771748 [6] => 0.89230937758087 [7] => 0.90597982744426 [8] => 0.91965027730765 [9] => 0.93332072717104 [10] => 0.94699117703443 [11] => 0.96066162689782 [12] => 0.97433207676121 [13] => 0.9880025266246 [14] => 1.001672976488 [15] => 1.0153434263514 [16] => 1.0290138762148 [17] => 1.0426843260782 [18] => 1.0563547759415 [19] => 1.0700252258049 [20] => 1.0836956756683 [21] => 1.0973661255317 [22] => 1.1110365753951 [23] => 1.1247070252585 [24] => 1.1383774751219 ) [Error] => Array ( [0] => 0.093183150106644 [1] => -0.0095097497414283 [2] => -0.056878347023754 [3] => 0.020391637694819 [4] => 0.094835838654252 [5] => -0.018300921146483 [6] => -0.051137683081334 [7] => -0.047081870212253 [8] => 0.034254316105813 [9] => -0.02226970684291 [10] => -0.039848646031287 [11] => -0.014209361884744 [12] => 0.069972442414707 [13] => -0.018074337196481 [14] => -0.038357465101876 [15] => -0.018088136531274 [16] => 0.047408091145825 [17] => -0.039568608978352 [18] => -0.086426586513432 [19] => -0.054707392735821 [20] => 0.030414680863563 [21] => -0.013362134923689 [22] => -0.01284294953182 [23] => 0.045319872892618 [24] => 0.1048838675987 ) [SquaredError] => Array ( [0] => 0.0086830994637974 [1] => 9.0435340144595E-5 [2] => 0.0032351463601546 [3] => 0.00041581888787677 [4] => 0.0089938362932552 [5] => 0.00033492371480978 [6] => 0.002615062630927 [7] => 0.0022167025026835 [8] => 0.001173358171877 [9] => 0.00049593984286917 [10] => 0.0015879145905268 [11] => 0.00020190596517162 [12] => 0.0048961426974795 [13] => 0.00032668166509211 [14] => 0.0014712951290416 [15] => 0.00032718068317402 [16] => 0.0022475271060909 [17] => 0.0015656748164817 [18] => 0.0074695548563637 [19] => 0.0029928988199514 [20] => 0.00092505281203241 [21] => 0.00017854664971886 [22] => 0.00016494135267687 [23] => 0.0020538908790031 [24] => 0.011000625682461 ) [TotalError] => 0.30860971622136 [SumError] => -1.1102230246252E-16 [SumSquaredError] => 0.06566415691366 [ErrorVariance] => 0.0028549633440722 [StdErr] => 0.053431857015007 [SlopeStdErr] => 0.0059277323141806 [SlopeVal] => [YIntStdErr] => 0.020747063099632 [YIntTVal] => 39.055488215819 [R] => 0.88725751198206 [RSquared] => 0.78722589256859 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 9.2247416980602 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.015922966097169 [1] => -0.16367588429325 [2] => -0.37882371822496 [3] => -0.12551818230053 [4] => 0.066325925362038 [5] => -0.086186147616283 [6] => -0.17198493577602 [7] => -0.1001794975729 [8] => 0.08278537031645 [9] => -0.019088062223156 [10] => -0.054039296422431 [11] => 0.037426497940624 [12] => 0.20763436738896 [13] => 0.046495164334708 [14] => 0.041392685158225 [15] => 0.11925588927794 [16] => 0.26316246496222 [17] => 0.15075643986031 [18] => 0.065579714728448 [19] => 0.17201880942456 [20] => 0.33000770087276 [21] => 0.26434550705009 [22] => 0.25454807710897 [23] => 0.33505651943909 [24] => 0.47741068790725 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.071951325224237 [SumXX] => 81.25 [SumXY] => 7.2954952007025 [SumYY] => 0.89070591841907 [Slope] => 0.089790710162493 [YInt] => -0.19742080526324 [PredictedY] => Array ( [0] => -0.19742080526324 [1] => -0.17497312772262 [2] => -0.15252545018199 [3] => -0.13007777264137 [4] => -0.10763009510075 [5] => -0.085182417560125 [6] => -0.062734740019502 [7] => -0.040287062478879 [8] => -0.017839384938255 [9] => 0.0046082926023677 [10] => 0.027055970142991 [11] => 0.049503647683614 [12] => 0.071951325224237 [13] => 0.09439900276486 [14] => 0.11684668030548 [15] => 0.13929435784611 [16] => 0.16174203538673 [17] => 0.18418971292735 [18] => 0.20663739046798 [19] => 0.2290850680086 [20] => 0.25153274554922 [21] => 0.27398042308985 [22] => 0.29642810063047 [23] => 0.31887577817109 [24] => 0.34132345571171 ) [Error] => Array ( [0] => 0.18149783916607 [1] => 0.011297243429369 [2] => -0.22629826804297 [3] => 0.0045595903408377 [4] => 0.17395602046279 [5] => -0.0010037300561584 [6] => -0.10925019575652 [7] => -0.059892435094025 [8] => 0.10062475525471 [9] => -0.023696354825524 [10] => -0.081095266565422 [11] => -0.01207714974299 [12] => 0.13568304216472 [13] => -0.047903838430152 [14] => -0.075453995147258 [15] => -0.02003846856817 [16] => 0.10142042957549 [17] => -0.033433273067044 [18] => -0.14105767573953 [19] => -0.057066258584043 [20] => 0.078474955323537 [21] => -0.009634916039753 [22] => -0.041880023521495 [23] => 0.016180741268 [24] => 0.13608723219554 ) [SquaredError] => Array ( [0] => 0.032941465621953 [1] => 0.00012762770910243 [2] => 0.051210906119248 [3] => 2.078986407626E-5 [4] => 0.030260697055249 [5] => 1.0074740256358E-6 [6] => 0.011935605272838 [7] => 0.003587103781492 [8] => 0.010125341370069 [9] => 0.00056151723201714 [10] => 0.0065764422593169 [11] => 0.00014585754591461 [12] => 0.018409887931074 [13] => 0.0022947777363421 [14] => 0.0056933053836825 [15] => 0.00040154022255753 [16] => 0.010286103535276 [17] => 0.0011177837479755 [18] => 0.019897267885038 [19] => 0.0032565578687808 [20] => 0.0061583186130311 [21] => 9.2831607093089E-5 [22] => 0.001753936370161 [23] => 0.00026181638798195 [24] => 0.018519734766642 ) [TotalError] => 0.89070591841907 [SumError] => 0 [SumSquaredError] => 0.23563822336094 [ErrorVariance] => 0.010245140146128 [StdErr] => 0.10121827970346 [SlopeStdErr] => 0.011229159922618 [SlopeVal] => [YIntStdErr] => 0.039302059729162 [YIntTVal] => -5.0231668931273 [R] => 0.85758252390287 [RSquared] => 0.73544778530362 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 7.996209046915 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.81444737852249 [1] => 0.78074923110355 [2] => 0.87168966568552 [3] => 0.95980431650834 [4] => 0.86033800657099 [5] => 0.84117169449953 [6] => 0.858897957232 [7] => 0.95390459341346 [8] => 0.91105102032813 [9] => 0.90714253100314 [10] => 0.94645226501307 [11] => 1.0443045191759 [12] => 0.96992818942812 [13] => 0.96331551138611 [14] => 0.9972552898201 [15] => 1.0764219673606 [16] => 1.0031157170998 [17] => 0.96992818942812 [18] => 1.0153178330691 [19] => 1.1141103565319 [20] => 1.084003990608 [21] => 1.0981936258633 [22] => 1.1700268981511 [23] => 1.2432613427206 [24] => 1.1835545336189 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.98553546496567 [SumXX] => 81.25 [SumXY] => 4.8402612693491 [SumYY] => 0.3442243967658 [Slope] => 0.059572446391989 [YInt] => 0.80681812578971 [PredictedY] => Array ( [0] => 0.80681812578971 [1] => 0.8217112373877 [2] => 0.8366043489857 [3] => 0.8514974605837 [4] => 0.8663905721817 [5] => 0.88128368377969 [6] => 0.89617679537769 [7] => 0.91106990697569 [8] => 0.92596301857369 [9] => 0.94085613017168 [10] => 0.95574924176968 [11] => 0.97064235336768 [12] => 0.98553546496567 [13] => 1.0004285765637 [14] => 1.0153216881617 [15] => 1.0302147997597 [16] => 1.0451079113577 [17] => 1.0600010229557 [18] => 1.0748941345537 [19] => 1.0897872461517 [20] => 1.1046803577497 [21] => 1.1195734693477 [22] => 1.1344665809456 [23] => 1.1493596925436 [24] => 1.1642528041416 ) [Error] => Array ( [0] => 0.0076292527327806 [1] => -0.040962006284152 [2] => 0.035085316699814 [3] => 0.10830685592464 [4] => -0.0060525656107027 [5] => -0.040111989280161 [6] => -0.037278838145688 [7] => 0.042834686437771 [8] => -0.014911998245559 [9] => -0.033713599168543 [10] => -0.0092969767566073 [11] => 0.073662165808237 [12] => -0.015607275537559 [13] => -0.037113065177561 [14] => -0.018066398341567 [15] => 0.046207167600926 [16] => -0.041992194257858 [17] => -0.090072833527545 [18] => -0.059576301484542 [19] => 0.024323110380235 [20] => -0.020676367141624 [21] => -0.021379843484362 [22] => 0.035560317205469 [23] => 0.093901650176939 [24] => 0.019301729477219 ) [SquaredError] => Array ( [0] => 5.820549726064E-5 [1] => 0.0016778859588229 [2] => 0.0012309794479262 [3] => 0.01173037504028 [4] => 3.6633550471861E-5 [5] => 0.0016089716840118 [6] => 0.0013897117734924 [7] => 0.0018348103622222 [8] => 0.00022236769167556 [9] => 0.0011366067688972 [10] => 8.6433776812897E-5 [11] => 0.0054261146715602 [12] => 0.00024358704970528 [13] => 0.0013773796068739 [14] => 0.00032639474903616 [15] => 0.0021351023377001 [16] => 0.0017633443785897 [17] => 0.0081131153396809 [18] => 0.003549335698577 [19] => 0.00059161369856912 [20] => 0.00042751215817523 [21] => 0.00045709770741583 [22] => 0.0012645361597535 [23] => 0.0088175199059523 [24] => 0.00037255676081174 ) [TotalError] => 0.3442243967658 [SumError] => -1.9984014443253E-15 [SumSquaredError] => 0.055878191774275 [ErrorVariance] => 0.0024294865988815 [StdErr] => 0.049289822467539 [SlopeStdErr] => 0.0054682148389301 [SlopeVal] => [YIntStdErr] => 0.019138751936255 [YIntTVal] => 42.156255981421 [R] => 0.91524274755695 [RSquared] => 0.83766928695559 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 10.894313436237 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.16367588429325 [1] => -0.37882371822496 [2] => -0.12551818230053 [3] => 0.066325925362038 [4] => -0.086186147616283 [5] => -0.17198493577602 [6] => -0.1001794975729 [7] => 0.08278537031645 [8] => -0.019088062223156 [9] => -0.054039296422431 [10] => 0.037426497940624 [11] => 0.20763436738896 [12] => 0.046495164334708 [13] => 0.041392685158225 [14] => 0.11925588927794 [15] => 0.26316246496222 [16] => 0.15075643986031 [17] => 0.065579714728448 [18] => 0.17201880942456 [19] => 0.33000770087276 [20] => 0.26434550705009 [21] => 0.25454807710897 [22] => 0.33505651943909 [23] => 0.47741068790725 [24] => 0.38345629652475 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.087926495729114 [SumXX] => 81.25 [SumXY] => 7.9444186678095 [SumYY] => 0.97363922267227 [Slope] => 0.097777460526886 [YInt] => -0.20540588585154 [PredictedY] => Array ( [0] => -0.20540588585154 [1] => -0.18096152071982 [2] => -0.1565171555881 [3] => -0.13207279045638 [4] => -0.10762842532466 [5] => -0.083184060192937 [6] => -0.058739695061215 [7] => -0.034295329929494 [8] => -0.0098509647977721 [9] => 0.014593400333949 [10] => 0.039037765465671 [11] => 0.063482130597392 [12] => 0.087926495729114 [13] => 0.11237086086084 [14] => 0.13681522599256 [15] => 0.16125959112428 [16] => 0.185703956256 [17] => 0.21014832138772 [18] => 0.23459268651944 [19] => 0.25903705165116 [20] => 0.28348141678289 [21] => 0.30792578191461 [22] => 0.33237014704633 [23] => 0.35681451217805 [24] => 0.38125887730977 ) [Error] => Array ( [0] => 0.041730001558296 [1] => -0.19786219750514 [2] => 0.030998973287568 [3] => 0.19839871581842 [4] => 0.021442277708375 [5] => -0.088800875583086 [6] => -0.041439802511689 [7] => 0.11708070024594 [8] => -0.0092370974253843 [9] => -0.068632696756381 [10] => -0.0016112675250473 [11] => 0.14415223679157 [12] => -0.041431331394406 [13] => -0.070978175702611 [14] => -0.01755933671462 [15] => 0.10190287383794 [16] => -0.034947516395691 [17] => -0.14456860665927 [18] => -0.062573877094887 [19] => 0.070970649221594 [20] => -0.019135909732794 [21] => -0.053377704805634 [22] => 0.002686372392762 [23] => 0.1205961757292 [24] => 0.0021974192149806 ) [SquaredError] => Array ( [0] => 0.0017413930300554 [1] => 0.039149449201564 [2] => 0.00096093634488334 [3] => 0.039362050438397 [4] => 0.00045977127332307 [5] => 0.0078855955043228 [6] => 0.0017172572322077 [7] => 0.013707890370081 [8] => 8.5323968846042E-5 [9] => 0.0047104470640533 [10] => 2.596183037272E-6 [11] => 0.020779867372013 [12] => 0.0017165552211131 [13] => 0.0050379014260707 [14] => 0.00030833030585742 [15] => 0.010384195696431 [16] => 0.0012213289022271 [17] => 0.020900082031404 [18] => 0.003915490094686 [19] => 0.0050368330509346 [20] => 0.00036618304130163 [21] => 0.0028491793703174 [22] => 7.2165966325937E-6 [23] => 0.014543437600508 [24] => 4.8286512063661E-6 ) [TotalError] => 0.97363922267227 [SumError] => -2.2204460492503E-16 [SumSquaredError] => 0.19685413997147 [ErrorVariance] => 0.0085588756509336 [StdErr] => 0.092514191619089 [SlopeStdErr] => 0.010263528048945 [SlopeVal] => [YIntStdErr] => 0.035922348171309 [YIntTVal] => -5.7180528642501 [R] => 0.89320553973655 [RSquared] => 0.79781613621606 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 9.5266910228722 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.78074923110355 [1] => 0.87168966568552 [2] => 0.95980431650834 [3] => 0.86033800657099 [4] => 0.84117169449953 [5] => 0.858897957232 [6] => 0.95390459341346 [7] => 0.91105102032813 [8] => 0.90714253100314 [9] => 0.94645226501307 [10] => 1.0443045191759 [11] => 0.96992818942812 [12] => 0.96331551138611 [13] => 0.9972552898201 [14] => 1.0764219673606 [15] => 1.0031157170998 [16] => 0.96992818942812 [17] => 1.0153178330691 [18] => 1.1141103565319 [19] => 1.084003990608 [20] => 1.0981936258633 [21] => 1.1700268981511 [22] => 1.2432613427206 [23] => 1.1835545336189 [24] => 1.1850035564918 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.0003577120844 [SumXX] => 81.25 [SumXY] => 4.8826292629872 [SumYY] => 0.34924830773883 [Slope] => 0.06009389862138 [YInt] => 0.82007601622031 [PredictedY] => Array ( [0] => 0.82007601622031 [1] => 0.83509949087565 [2] => 0.850122965531 [3] => 0.86514644018634 [4] => 0.88016991484169 [5] => 0.89519338949703 [6] => 0.91021686415238 [7] => 0.92524033880772 [8] => 0.94026381346307 [9] => 0.95528728811841 [10] => 0.97031076277376 [11] => 0.9853342374291 [12] => 1.0003577120844 [13] => 1.0153811867398 [14] => 1.0304046613951 [15] => 1.0454281360505 [16] => 1.0604516107058 [17] => 1.0754750853612 [18] => 1.0904985600165 [19] => 1.1055220346719 [20] => 1.1205455093272 [21] => 1.1355689839826 [22] => 1.1505924586379 [23] => 1.1656159332932 [24] => 1.1806394079486 ) [Error] => Array ( [0] => -0.039326785116754 [1] => 0.036590174809864 [2] => 0.10968135097734 [3] => -0.0048084336153478 [4] => -0.038998220342154 [5] => -0.036295432265028 [6] => 0.043687729261083 [7] => -0.014189318479595 [8] => -0.033121282459927 [9] => -0.0088350231053391 [10] => 0.073993756402157 [11] => -0.015406048000986 [12] => -0.037042200698336 [13] => -0.018125896919689 [14] => 0.046017305965455 [15] => -0.042312418950677 [16] => -0.090523421277712 [17] => -0.060157252292056 [18] => 0.023611796515373 [19] => -0.021518044063834 [20] => -0.02235188346392 [21] => 0.034457914168563 [22] => 0.092668884082686 [23] => 0.017938600325618 [24] => 0.0043641485432164 ) [SquaredError] => Array ( [0] => 0.0015465960276193 [1] => 0.0013388408926164 [2] => 0.012029998752215 [3] => 2.3121033833206E-5 [4] => 0.0015208611898552 [5] => 0.0013173584033052 [6] => 0.0019086176879897 [7] => 0.00020133675891539 [8] => 0.0010970193517902 [9] => 7.8057633271876E-5 [10] => 0.0054750759865018 [11] => 0.00023734631500869 [12] => 0.0013721246325758 [13] => 0.0003285481391432 [14] => 0.0021175924483183 [15] => 0.0017903407974576 [16] => 0.0081944897998221 [17] => 0.0036188950033301 [18] => 0.0005575169346834 [19] => 0.00046302622033309 [20] => 0.00049960669438466 [21] => 0.0011873478488481 [22] => 0.0085875220771303 [23] => 0.00032179338164227 [24] => 1.9045792507258E-5 ) [TotalError] => 0.34924830773883 [SumError] => 3.219646771413E-15 [SumSquaredError] => 0.055832079803098 [ErrorVariance] => 0.0024274817305695 [StdErr] => 0.049269480721533 [SlopeStdErr] => 0.0054659581248299 [SlopeVal] => [YIntStdErr] => 0.019130853436905 [YIntTVal] => 42.866671835891 [R] => 0.91658956696113 [RSquared] => 0.84013643426198 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 10.994211307327 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.37882371822496 [1] => -0.12551818230053 [2] => 0.066325925362038 [3] => -0.086186147616283 [4] => -0.17198493577602 [5] => -0.1001794975729 [6] => 0.08278537031645 [7] => -0.019088062223156 [8] => -0.054039296422431 [9] => 0.037426497940624 [10] => 0.20763436738896 [11] => 0.046495164334708 [12] => 0.041392685158225 [13] => 0.11925588927794 [14] => 0.26316246496222 [15] => 0.15075643986031 [16] => 0.065579714728448 [17] => 0.17201880942456 [18] => 0.33000770087276 [19] => 0.26434550705009 [20] => 0.25454807710897 [21] => 0.33505651943909 [22] => 0.47741068790725 [23] => 0.38345629652475 [24] => 0.3451776165427 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.10828063576255 [SumXX] => 81.25 [SumXY] => 7.8984642951776 [SumYY] => 0.96615632878668 [Slope] => 0.09721186824834 [YInt] => -0.18335496898247 [PredictedY] => Array ( [0] => -0.18335496898247 [1] => -0.15905200192038 [2] => -0.1347490348583 [3] => -0.11044606779621 [4] => -0.086143100734127 [5] => -0.061840133672042 [6] => -0.037537166609957 [7] => -0.013234199547872 [8] => 0.011068767514212 [9] => 0.035371734576297 [10] => 0.059674701638382 [11] => 0.083977668700467 [12] => 0.10828063576255 [13] => 0.13258360282464 [14] => 0.15688656988672 [15] => 0.18118953694881 [16] => 0.20549250401089 [17] => 0.22979547107298 [18] => 0.25409843813506 [19] => 0.27840140519715 [20] => 0.30270437225923 [21] => 0.32700733932132 [22] => 0.3513103063834 [23] => 0.37561327344549 [24] => 0.39991624050757 ) [Error] => Array ( [0] => -0.1954687492425 [1] => 0.033533819619848 [2] => 0.20107496022033 [3] => 0.024259920179929 [4] => -0.085841835041896 [5] => -0.038339363900861 [6] => 0.12032253692641 [7] => -0.005853862675284 [8] => -0.065108063936644 [9] => 0.0020547633643263 [10] => 0.14795966575058 [11] => -0.037482504365759 [12] => -0.066887950604327 [13] => -0.0133277135467 [14] => 0.10627589507549 [15] => -0.030433097088498 [16] => -0.13991278928244 [17] => -0.05777666164842 [18] => 0.075909262737698 [19] => -0.014055898147054 [20] => -0.048156295150257 [21] => 0.0080491801177752 [22] => 0.12610038152385 [23] => 0.0078430230792671 [24] => -0.054738623964867 ) [SquaredError] => Array ( [0] => 0.038208031930427 [1] => 0.0011245170582965 [2] => 0.040431139627609 [3] => 0.00058854372713651 [4] => 0.0073688206433601 [5] => 0.0014699068243227 [6] => 0.014477512892407 [7] => 3.4267708221084E-5 [8] => 0.0042390599895781 [9] => 4.2220524833774E-6 [10] => 0.021892062689023 [11] => 0.0014049381335291 [12] => 0.0044739979360469 [13] => 0.0001776279483829 [14] => 0.011294565874098 [15] => 0.00092617339839793 [16] => 0.019575588604793 [17] => 0.003338142631236 [18] => 0.0057622161693808 [19] => 0.00019756827272035 [20] => 0.0023190287625987 [21] => 6.4789300568387E-5 [22] => 0.015901306220461 [23] => 6.1513011021916E-5 [24] => 0.0029963169535671 ) [TotalError] => 0.96615632878668 [SumError] => 4.1633363423443E-16 [SumSquaredError] => 0.19833185835967 [ErrorVariance] => 0.0086231242765072 [StdErr] => 0.09286077900011 [SlopeStdErr] => 0.010301978466598 [SlopeVal] => [YIntStdErr] => 0.036056924633092 [YIntTVal] => -5.0851527369084 [R] => 0.89147110877636 [RSquared] => 0.79472073778295 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 9.436232910361 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.87168966568552 [1] => 0.95980431650834 [2] => 0.86033800657099 [3] => 0.84117169449953 [4] => 0.858897957232 [5] => 0.95390459341346 [6] => 0.91105102032813 [7] => 0.90714253100314 [8] => 0.94645226501307 [9] => 1.0443045191759 [10] => 0.96992818942812 [11] => 0.96331551138611 [12] => 0.9972552898201 [13] => 1.0764219673606 [14] => 1.0031157170998 [15] => 0.96992818942812 [16] => 1.0153178330691 [17] => 1.1141103565319 [18] => 1.084003990608 [19] => 1.0981936258633 [20] => 1.1700268981511 [21] => 1.2432613427206 [22] => 1.1835545336189 [23] => 1.1850035564918 [24] => 1.2045811755776 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.0173109898634 [SumXX] => 81.25 [SumXY] => 4.7815720902786 [SumYY] => 0.33554230517496 [Slope] => 0.058850118034198 [YInt] => 0.84076063576081 [PredictedY] => Array ( [0] => 0.84076063576081 [1] => 0.85547316526936 [2] => 0.87018569477791 [3] => 0.88489822428646 [4] => 0.89961075379501 [5] => 0.91432328330356 [6] => 0.92903581281211 [7] => 0.94374834232066 [8] => 0.95846087182921 [9] => 0.97317340133776 [10] => 0.98788593084631 [11] => 1.0025984603549 [12] => 1.0173109898634 [13] => 1.032023519372 [14] => 1.0467360488805 [15] => 1.0614485783891 [16] => 1.0761611078976 [17] => 1.0908736374062 [18] => 1.1055861669147 [19] => 1.1202986964233 [20] => 1.1350112259318 [21] => 1.1497237554404 [22] => 1.1644362849489 [23] => 1.1791488144575 [24] => 1.193861343966 ) [Error] => Array ( [0] => 0.030929029924702 [1] => 0.10433115123898 [2] => -0.0098476882069185 [3] => -0.04372652978693 [4] => -0.040712796563008 [5] => 0.039581310109899 [6] => -0.017984792483984 [7] => -0.03660581131752 [8] => -0.012008606816137 [9] => 0.071131117838155 [10] => -0.017957741418193 [11] => -0.039282948968747 [12] => -0.020055700043305 [13] => 0.044398447988635 [14] => -0.043620331780701 [15] => -0.091520388960941 [16] => -0.06084327482849 [17] => 0.023236719125735 [18] => -0.021582176306677 [19] => -0.022105070559967 [20] => 0.035015672219312 [21] => 0.09353758728023 [22] => 0.019118248669957 [23] => 0.0058547420343513 [24] => 0.010719831611568 ) [SquaredError] => Array ( [0] => 0.00095660489208313 [1] => 0.01088498911885 [2] => 9.6976963020682E-5 [3] => 0.0019120094072072 [4] => 0.0016575318039809 [5] => 0.001566680110016 [6] => 0.00032345276069197 [7] => 0.0013399854222139 [8] => 0.00014420663766457 [9] => 0.0050596359249055 [10] => 0.00032248047684268 [11] => 0.0015431500796812 [12] => 0.00040223110422703 [13] => 0.0019712221837995 [14] => 0.0019027333446584 [15] => 0.008375981595562 [16] => 0.0037019040918552 [17] => 0.00053994511572832 [18] => 0.00046579033413247 [19] => 0.00048863414446112 [20] => 0.0012260973009703 [21] => 0.0087492802342066 [22] => 0.00036550743220632 [23] => 3.42780042888E-5 [24] => 0.00011491478978037 ) [TotalError] => 0.33554230517496 [SumError] => 2.8865798640254E-15 [SumSquaredError] => 0.054146223273034 [ErrorVariance] => 0.0023541836205667 [StdErr] => 0.048519930137694 [SlopeStdErr] => 0.0053828029536426 [SlopeVal] => [YIntStdErr] => 0.018839810337749 [YIntTVal] => 44.626809967199 [R] => 0.91576782583172 [RSquared] => 0.83863071082855 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 10.932987616493 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.12551818230053 [1] => 0.066325925362038 [2] => -0.086186147616283 [3] => -0.17198493577602 [4] => -0.1001794975729 [5] => 0.08278537031645 [6] => -0.019088062223156 [7] => -0.054039296422431 [8] => 0.037426497940624 [9] => 0.20763436738896 [10] => 0.046495164334708 [11] => 0.041392685158225 [12] => 0.11925588927794 [13] => 0.26316246496222 [14] => 0.15075643986031 [15] => 0.065579714728448 [16] => 0.17201880942456 [17] => 0.33000770087276 [18] => 0.26434550705009 [19] => 0.25454807710897 [20] => 0.33505651943909 [21] => 0.47741068790725 [22] => 0.38345629652475 [23] => 0.3451776165427 [24] => 0.40001963506516 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.13943436989416 [SumXX] => 81.25 [SumXY] => 7.190592142626 [SumYY] => 0.78973344206861 [Slope] => 0.088499595601551 [YInt] => -0.12606441691049 [PredictedY] => Array ( [0] => -0.12606441691049 [1] => -0.10393951801011 [2] => -0.081814619109719 [3] => -0.059689720209332 [4] => -0.037564821308944 [5] => -0.015439922408556 [6] => 0.0066849764918313 [7] => 0.028809875392219 [8] => 0.050934774292607 [9] => 0.073059673192994 [10] => 0.095184572093382 [11] => 0.11730947099377 [12] => 0.13943436989416 [13] => 0.16155926879454 [14] => 0.18368416769493 [15] => 0.20580906659532 [16] => 0.22793396549571 [17] => 0.2500588643961 [18] => 0.27218376329648 [19] => 0.29430866219687 [20] => 0.31643356109726 [21] => 0.33855845999765 [22] => 0.36068335889803 [23] => 0.38280825779842 [24] => 0.40493315669881 ) [Error] => Array ( [0] => 0.00054623460996103 [1] => 0.17026544337214 [2] => -0.004371528506564 [3] => -0.11229521556669 [4] => -0.06261467626396 [5] => 0.098225292725006 [6] => -0.025773038714988 [7] => -0.08284917181465 [8] => -0.013508276351983 [9] => 0.13457469419597 [10] => -0.048689407758673 [11] => -0.075916785835544 [12] => -0.02017848061622 [13] => 0.10160319616767 [14] => -0.032927727834623 [15] => -0.14022935186687 [16] => -0.055915156071151 [17] => 0.079948836476664 [18] => -0.0078382562463904 [19] => -0.039760585087897 [20] => 0.018622958341833 [21] => 0.13885222790961 [22] => 0.02277293762672 [23] => -0.037630641255717 [24] => -0.0049135216336502 ) [SquaredError] => Array ( [0] => 2.9837224911928E-7 [1] => 0.028990321206713 [2] => 1.9110261483702E-5 [3] => 0.01261021543917 [4] => 0.0039205976836405 [5] => 0.0096482081309132 [6] => 0.00066424952460426 [7] => 0.0068639852703734 [8] => 0.00018247353000154 [9] => 0.018110348317938 [10] => 0.0023706584278904 [11] => 0.0057633583715999 [12] => 0.00040717107997918 [13] => 0.010323209471486 [14] => 0.001084235260351 [15] => 0.019664271125003 [16] => 0.0031265046784612 [17] => 0.0063918164539723 [18] => 6.1438260984078E-5 [19] => 0.0015809041265319 [20] => 0.00034681457740166 [21] => 0.019279941195461 [22] => 0.00051860668815047 [23] => 0.0014160651613165 [24] => 2.4142694844349E-5 ) [TotalError] => 0.78973344206861 [SumError] => -1.6653345369377E-16 [SumSquaredError] => 0.15336894531052 [ErrorVariance] => 0.0066682150135009 [StdErr] => 0.081659139191525 [SlopeStdErr] => 0.0090592681066244 [SlopeVal] => [YIntStdErr] => 0.031707438373186 [YIntTVal] => -3.9758625539774 [R] => 0.89766172212723 [RSquared] => 0.80579656737242 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 9.7689564498965 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.95980431650834 [1] => 0.86033800657099 [2] => 0.84117169449953 [3] => 0.858897957232 [4] => 0.95390459341346 [5] => 0.91105102032813 [6] => 0.90714253100314 [7] => 0.94645226501307 [8] => 1.0443045191759 [9] => 0.96992818942812 [10] => 0.96331551138611 [11] => 0.9972552898201 [12] => 1.0764219673606 [13] => 1.0031157170998 [14] => 0.96992818942812 [15] => 1.0153178330691 [16] => 1.1141103565319 [17] => 1.084003990608 [18] => 1.0981936258633 [19] => 1.1700268981511 [20] => 1.2432613427206 [21] => 1.1835545336189 [22] => 1.1850035564918 [23] => 1.2045811755776 [24] => 1.2860071220795 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.0338836881192 [SumXX] => 81.25 [SumXY] => 5.1143911833487 [SumYY] => 0.3796679884006 [Slope] => 0.06294635302583 [YInt] => 0.84504462904168 [PredictedY] => Array ( [0] => 0.84504462904168 [1] => 0.86078121729813 [2] => 0.87651780555459 [3] => 0.89225439381105 [4] => 0.90799098206751 [5] => 0.92372757032396 [6] => 0.93946415858042 [7] => 0.95520074683688 [8] => 0.97093733509334 [9] => 0.98667392334979 [10] => 1.0024105116063 [11] => 1.0181470998627 [12] => 1.0338836881192 [13] => 1.0496202763756 [14] => 1.0653568646321 [15] => 1.0810934528885 [16] => 1.096830041145 [17] => 1.1125666294015 [18] => 1.1283032176579 [19] => 1.1440398059144 [20] => 1.1597763941708 [21] => 1.1755129824273 [22] => 1.1912495706837 [23] => 1.2069861589402 [24] => 1.2227227471967 ) [Error] => Array ( [0] => 0.11475968746666 [1] => -0.00044321072714093 [2] => -0.03534611105506 [3] => -0.033356436579046 [4] => 0.045913611345953 [5] => -0.012676549995838 [6] => -0.032321627577281 [7] => -0.0087484818238063 [8] => 0.073367184082578 [9] => -0.016745733921678 [10] => -0.03909500022014 [11] => -0.020891810042606 [12] => 0.042538279241427 [13] => -0.046504559275818 [14] => -0.095428675203965 [15] => -0.065775619819422 [16] => 0.017280315386895 [17] => -0.028562638793424 [18] => -0.030109591794623 [19] => 0.025987092236748 [20] => 0.083484948549759 [21] => 0.0080415511915781 [22] => -0.0062460141919356 [23] => -0.002404983362627 [24] => 0.063284374882819 ) [SquaredError] => Array ( [0] => 0.013169785867446 [1] => 1.9643574865279E-7 [2] => 0.0012493475667166 [3] => 0.0011126518612519 [4] => 0.0021080597068272 [5] => 0.00016069491979697 [6] => 0.0010446876092445 [7] => 7.6535934221469E-5 [8] => 0.0053827437002069 [9] => 0.00028041960457564 [10] => 0.0015284190422128 [11] => 0.00043646772685633 [12] => 0.0018095052008216 [13] => 0.002162674033438 [14] => 0.0091066320511839 [15] => 0.0043264321626292 [16] => 0.00029860929987058 [17] => 0.00081582433484363 [18] => 0.00090658751803882 [19] => 0.00067532896292126 [20] => 0.0069697366343558 [21] => 6.4666545566772E-5 [22] => 3.9012693285861E-5 [23] => 5.7839449745125E-6 [24] => 0.0040049121043091 ) [TotalError] => 0.3796679884006 [SumError] => 5.5511151231258E-15 [SumSquaredError] => 0.057735715461344 [ErrorVariance] => 0.0025102484983193 [StdErr] => 0.050102380166209 [SlopeStdErr] => 0.0055583600219094 [SlopeVal] => [YIntStdErr] => 0.019454260076683 [YIntTVal] => 43.437510638326 [R] => 0.92083171198168 [RSquared] => 0.84793104179111 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 11.324626828366 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.066325925362038 [1] => -0.086186147616283 [2] => -0.17198493577602 [3] => -0.1001794975729 [4] => 0.08278537031645 [5] => -0.019088062223156 [6] => -0.054039296422431 [7] => 0.037426497940624 [8] => 0.20763436738896 [9] => 0.046495164334708 [10] => 0.041392685158225 [11] => 0.11925588927794 [12] => 0.26316246496222 [13] => 0.15075643986031 [14] => 0.065579714728448 [15] => 0.17201880942456 [16] => 0.33000770087276 [17] => 0.26434550705009 [18] => 0.25454807710897 [19] => 0.33505651943909 [20] => 0.47741068790725 [21] => 0.38345629652475 [22] => 0.3451776165427 [23] => 0.40001963506516 [24] => 0.52621000384166 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.16550349733984 [SumXX] => 81.25 [SumXY] => 7.4898232498358 [SumYY] => 0.85213899302513 [Slope] => 0.092182439997979 [YInt] => -0.11104382265409 [PredictedY] => Array ( [0] => -0.11104382265409 [1] => -0.087998212654596 [2] => -0.064952602655101 [3] => -0.041906992655607 [4] => -0.018861382656112 [5] => 0.0041842273433825 [6] => 0.027229837342877 [7] => 0.050275447342372 [8] => 0.073321057341866 [9] => 0.096366667341361 [10] => 0.11941227734086 [11] => 0.14245788734035 [12] => 0.16550349733984 [13] => 0.18854910733934 [14] => 0.21159471733883 [15] => 0.23464032733833 [16] => 0.25768593733782 [17] => 0.28073154733732 [18] => 0.30377715733681 [19] => 0.32682276733631 [20] => 0.3498683773358 [21] => 0.3729139873353 [22] => 0.39595959733479 [23] => 0.41900520733429 [24] => 0.44205081733378 ) [Error] => Array ( [0] => 0.17736974801613 [1] => 0.0018120650383127 [2] => -0.10703233312092 [3] => -0.058272504917297 [4] => 0.10164675297256 [5] => -0.023272289566539 [6] => -0.081269133765309 [7] => -0.012848949401748 [8] => 0.1343133100471 [9] => -0.049871503006653 [10] => -0.078019592182631 [11] => -0.023201998062414 [12] => 0.097658967622372 [13] => -0.037792667479031 [14] => -0.14601500261039 [15] => -0.062621517913772 [16] => 0.072321763534936 [17] => -0.016386040287226 [18] => -0.049229080227839 [19] => 0.0082337521027839 [20] => 0.12754231057145 [21] => 0.010542309189456 [22] => -0.050781980792087 [23] => -0.018985572269128 [24] => 0.084159186507884 ) [SquaredError] => Array ( [0] => 0.031460027511305 [1] => 3.2835797030753E-6 [2] => 0.011455920333308 [3] => 0.0033956848293364 [4] => 0.010332062389865 [5] => 0.00054159946166884 [6] => 0.0066046721029636 [7] => 0.00016509550072868 [8] => 0.018040065255807 [9] => 0.0024871668121426 [10] => 0.006087056764344 [11] => 0.00053833271408825 [12] => 0.0095372739570674 [13] => 0.0014282857151806 [14] => 0.021320380987311 [15] => 0.0039214545058249 [16] => 0.0052304374808031 [17] => 0.00026850231629458 [18] => 0.002423502340079 [19] => 6.7794673690099E-5 [20] => 0.016267040985904 [21] => 0.00011114028304609 [22] => 0.0025788095731679 [23] => 0.00036045195438627 [24] => 0.0070827686736687 ) [TotalError] => 0.85213899302513 [SumError] => -8.3266726846887E-16 [SumSquaredError] => 0.16170881070168 [ErrorVariance] => 0.007030817856595 [StdErr] => 0.083849972311236 [SlopeStdErr] => 0.0093023192189045 [SlopeVal] => [YIntStdErr] => 0.032558117266166 [YIntTVal] => -3.410634028568 [R] => 0.90012881560062 [RSquared] => 0.81023188467458 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 9.9096190776427 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.86033800657099 [1] => 0.84117169449953 [2] => 0.858897957232 [3] => 0.95390459341346 [4] => 0.91105102032813 [5] => 0.90714253100314 [6] => 0.94645226501307 [7] => 1.0443045191759 [8] => 0.96992818942812 [9] => 0.96331551138611 [10] => 0.9972552898201 [11] => 1.0764219673606 [12] => 1.0031157170998 [13] => 0.96992818942812 [14] => 1.0153178330691 [15] => 1.1141103565319 [16] => 1.084003990608 [17] => 1.0981936258633 [18] => 1.1700268981511 [19] => 1.2432613427206 [20] => 1.1835545336189 [21] => 1.1850035564918 [22] => 1.2045811755776 [23] => 1.2860071220795 [24] => 1.2331484676931 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.0448174541666 [SumXX] => 81.25 [SumXY] => 5.4714275643353 [SumYY] => 0.41089800648152 [Slope] => 0.067340646945665 [YInt] => 0.84279551332956 [PredictedY] => Array ( [0] => 0.84279551332956 [1] => 0.85963067506598 [2] => 0.87646583680239 [3] => 0.89330099853881 [4] => 0.91013616027523 [5] => 0.92697132201164 [6] => 0.94380648374806 [7] => 0.96064164548448 [8] => 0.97747680722089 [9] => 0.99431196895731 [10] => 1.0111471306937 [11] => 1.0279822924301 [12] => 1.0448174541666 [13] => 1.061652615903 [14] => 1.0784877776394 [15] => 1.0953229393758 [16] => 1.1121581011122 [17] => 1.1289932628486 [18] => 1.1458284245851 [19] => 1.1626635863215 [20] => 1.1794987480579 [21] => 1.1963339097943 [22] => 1.2131690715307 [23] => 1.2300042332671 [24] => 1.2468393950036 ) [Error] => Array ( [0] => 0.017542493241431 [1] => -0.018458980566446 [2] => -0.017567879570391 [3] => 0.060603594874649 [4] => 0.00091486005289931 [5] => -0.019828791008503 [6] => 0.0026457812650131 [7] => 0.083662873691438 [8] => -0.0075486177927764 [9] => -0.030996457571197 [10] => -0.013891840873622 [11] => 0.048439674930452 [12] => -0.041701737066751 [13] => -0.091724426474858 [14] => -0.063169944570273 [15] => 0.018787417156085 [16] => -0.028154110504193 [17] => -0.03079963698535 [18] => 0.024198473566062 [19] => 0.080597756399113 [20] => 0.0040557855609742 [21] => -0.011330353302498 [22] => -0.0085878959531487 [23] => 0.056002888812338 [24] => -0.013690927310449 ) [SquaredError] => Array ( [0] => 0.00030773906912567 [1] => 0.00034073396355244 [2] => 0.00030863039259977 [3] => 0.0036727957117305 [4] => 8.3696891639093E-7 [5] => 0.00039318095285889 [6] => 7.0001585022945E-6 [7] => 0.0069994764343096 [8] => 5.698163058142E-5 [9] => 0.00096078038196304 [10] => 0.00019298324285803 [11] => 0.0023464021073678 [12] => 0.0017390348743844 [13] => 0.0084133704121416 [14] => 0.0039904418970114 [15] => 0.00035296704339677 [16] => 0.00079265393828232 [17] => 0.00094861763842936 [18] => 0.00058556612292738 [19] => 0.0064959983365708 [20] => 1.6449396516607E-5 [21] => 0.00012837690595944 [22] => 7.3751956902108E-5 [23] => 0.0031363235553271 [24] => 0.00018744149062 ) [TotalError] => 0.41089800648152 [SumError] => -2.2204460492503E-15 [SumSquaredError] => 0.042448534582835 [ErrorVariance] => 0.0018455884601233 [StdErr] => 0.042960312616685 [SlopeStdErr] => 0.0047660187676744 [SlopeVal] => [YIntStdErr] => 0.01668106568686 [YIntTVal] => 50.524080964049 [R] => 0.94693888790064 [RSquared] => 0.89669325741851 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 14.129328949018 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.086186147616283 [1] => -0.17198493577602 [2] => -0.1001794975729 [3] => 0.08278537031645 [4] => -0.019088062223156 [5] => -0.054039296422431 [6] => 0.037426497940624 [7] => 0.20763436738896 [8] => 0.046495164334708 [9] => 0.041392685158225 [10] => 0.11925588927794 [11] => 0.26316246496222 [12] => 0.15075643986031 [13] => 0.065579714728448 [14] => 0.17201880942456 [15] => 0.33000770087276 [16] => 0.26434550705009 [17] => 0.25454807710897 [18] => 0.33505651943909 [19] => 0.47741068790725 [20] => 0.38345629652475 [21] => 0.3451776165427 [22] => 0.40001963506516 [23] => 0.52621000384166 [24] => 0.45132580848952 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.18090349266494 [SumXX] => 81.25 [SumXY] => 8.0249630743569 [SumYY] => 0.91806819939234 [Slope] => 0.098768776299777 [YInt] => -0.11540283623439 [PredictedY] => Array ( [0] => -0.11540283623439 [1] => -0.090710642159443 [2] => -0.066018448084499 [3] => -0.041326254009555 [4] => -0.01663405993461 [5] => 0.0080581341403339 [6] => 0.032750328215278 [7] => 0.057442522290223 [8] => 0.082134716365167 [9] => 0.10682691044011 [10] => 0.13151910451506 [11] => 0.15621129859 [12] => 0.18090349266494 [13] => 0.20559568673989 [14] => 0.23028788081483 [15] => 0.25498007488978 [16] => 0.27967226896472 [17] => 0.30436446303967 [18] => 0.32905665711461 [19] => 0.35374885118955 [20] => 0.3784410452645 [21] => 0.40313323933944 [22] => 0.42782543341439 [23] => 0.45251762748933 [24] => 0.47720982156428 ) [Error] => Array ( [0] => 0.029216688618104 [1] => -0.08127429361658 [2] => -0.034161049488405 [3] => 0.124111624326 [4] => -0.002454002288546 [5] => -0.062097430562765 [6] => 0.0046761697253455 [7] => 0.15019184509874 [8] => -0.035639552030459 [9] => -0.065434225281886 [10] => -0.012263215237119 [11] => 0.10695116637222 [12] => -0.030147052804635 [13] => -0.14001597201144 [14] => -0.058269071390276 [15] => 0.075027625982982 [16] => -0.015326761914629 [17] => -0.049816385930692 [18] => 0.0059998623244812 [19] => 0.1236618367177 [20] => 0.0050152512602543 [21] => -0.057955622796739 [22] => -0.027805798349229 [23] => 0.073692376352332 [24] => -0.025884013074757 ) [SquaredError] => Array ( [0] => 0.00085361489380727 [1] => 0.006605510802874 [2] => 0.0011669773021492 [3] => 0.015403695292839 [4] => 6.0221272321889E-6 [5] => 0.0038560908824975 [6] => 2.1866563300237E-5 [7] => 0.022557590334164 [8] => 0.0012701776689318 [9] => 0.0042816378382406 [10] => 0.0001503864479519 [11] => 0.011438551988378 [12] => 0.00090884479280546 [13] => 0.019604472418308 [14] => 0.0033952846806851 [15] => 0.0056291446606422 [16] => 0.00023490963078772 [17] => 0.0024816723071957 [18] => 3.5998347912729E-5 [19] => 0.015292249860394 [20] => 2.5152745203482E-5 [21] => 0.0033588542137579 [22] => 0.00077316242183799 [23] => 0.0054305663324538 [24] => 0.00066998213285417 ) [TotalError] => 0.91806819939234 [SumError] => 4.7184478546569E-16 [SumSquaredError] => 0.1254524166872 [ErrorVariance] => 0.0054544528994437 [StdErr] => 0.07385426798394 [SlopeStdErr] => 0.0081933953885525 [SlopeVal] => [YIntStdErr] => 0.028676883859934 [YIntTVal] => -4.024246037263 [R] => 0.92916723241619 [RSquared] => 0.86335174579597 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 12.054682047662 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.84117169449953 [1] => 0.858897957232 [2] => 0.95390459341346 [3] => 0.91105102032813 [4] => 0.90714253100314 [5] => 0.94645226501307 [6] => 1.0443045191759 [7] => 0.96992818942812 [8] => 0.96331551138611 [9] => 0.9972552898201 [10] => 1.0764219673606 [11] => 1.0031157170998 [12] => 0.96992818942812 [13] => 1.0153178330691 [14] => 1.1141103565319 [15] => 1.084003990608 [16] => 1.0981936258633 [17] => 1.1700268981511 [18] => 1.2432613427206 [19] => 1.1835545336189 [20] => 1.1850035564918 [21] => 1.2045811755776 [22] => 1.2860071220795 [23] => 1.2331484676931 [24] => 1.2368394494739 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.0598775118827 [SumXX] => 81.25 [SumXY] => 5.4479353455718 [SumYY] => 0.40806765311785 [Slope] => 0.067051511945499 [YInt] => 0.85872297604618 [PredictedY] => Array ( [0] => 0.85872297604618 [1] => 0.87548585403255 [2] => 0.89224873201893 [3] => 0.9090116100053 [4] => 0.92577448799168 [5] => 0.94253736597805 [6] => 0.95930024396443 [7] => 0.9760631219508 [8] => 0.99282599993718 [9] => 1.0095888779235 [10] => 1.0263517559099 [11] => 1.0431146338963 [12] => 1.0598775118827 [13] => 1.076640389869 [14] => 1.0934032678554 [15] => 1.1101661458418 [16] => 1.1269290238282 [17] => 1.1436919018145 [18] => 1.1604547798009 [19] => 1.1772176577873 [20] => 1.1939805357737 [21] => 1.21074341376 [22] => 1.2275062917464 [23] => 1.2442691697328 [24] => 1.2610320477192 ) [Error] => Array ( [0] => -0.017551281546646 [1] => -0.016587896800549 [2] => 0.061655861394532 [3] => 0.0020394103228247 [4] => -0.018631956988536 [5] => 0.0039148990350218 [6] => 0.085004275211489 [7] => -0.0061349325226846 [8] => -0.029510488551064 [9] => -0.012333588103447 [10] => 0.050070211450669 [11] => -0.039998916796493 [12] => -0.089949322454558 [13] => -0.061322556799932 [14] => 0.020707088676468 [15] => -0.026162155233769 [16] => -0.028735397964884 [17] => 0.026334996336569 [18] => 0.082806562919662 [19] => 0.0063368758315647 [20] => -0.0089769792818664 [21] => -0.0061622381824749 [22] => 0.058500830333054 [23] => -0.011120702039692 [24] => -0.024192598245256 ) [SquaredError] => Array ( [0] => 0.00030804748392962 [1] => 0.00027515832026566 [2] => 0.0038014452443018 [3] => 4.1591944648441E-6 [4] => 0.00034714982122266 [5] => 1.5326434454415E-5 [6] => 0.0072257268042305 [7] => 3.7637397057893E-5 [8] => 0.00087086893452248 [9] => 0.00015211739550548 [10] => 0.0025070260747147 [11] => 0.0015999133448928 [12] => 0.0080908806100341 [13] => 0.0037604559724809 [14] => 0.00042878352145512 [15] => 0.00068445836647581 [16] => 0.00082572309620028 [17] => 0.00069353203204711 [18] => 0.006856926862568 [19] => 4.0155995304669E-5 [20] => 8.0586157027058E-5 [21] => 3.7973179417551E-5 [22] => 0.0034223471496567 [23] => 0.00012367001385561 [24] => 0.00058528180985637 ) [TotalError] => 0.40806765311785 [SumError] => 2.8865798640254E-15 [SumSquaredError] => 0.042775351215942 [ErrorVariance] => 0.001859797878954 [StdErr] => 0.043125373957266 [SlopeStdErr] => 0.0047843306792763 [SlopeVal] => [YIntStdErr] => 0.016745157377467 [YIntTVal] => 51.281869539292 [R] => 0.94613732326482 [RSquared] => 0.89517583447471 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 14.014815538553 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.17198493577602 [1] => -0.1001794975729 [2] => 0.08278537031645 [3] => -0.019088062223156 [4] => -0.054039296422431 [5] => 0.037426497940624 [6] => 0.20763436738896 [7] => 0.046495164334708 [8] => 0.041392685158225 [9] => 0.11925588927794 [10] => 0.26316246496222 [11] => 0.15075643986031 [12] => 0.065579714728448 [13] => 0.17201880942456 [14] => 0.33000770087276 [15] => 0.26434550705009 [16] => 0.25454807710897 [17] => 0.33505651943909 [18] => 0.47741068790725 [19] => 0.38345629652475 [20] => 0.3451776165427 [21] => 0.40001963506516 [22] => 0.52621000384166 [23] => 0.45132580848952 [24] => 0.42651126136458 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.20141138902418 [SumXX] => 81.25 [SumXY] => 7.8937450495418 [SumYY] => 0.89654015416536 [Slope] => 0.09715378522513 [YInt] => -0.090049966651211 [PredictedY] => Array ( [0] => -0.090049966651211 [1] => -0.065761520344929 [2] => -0.041473074038646 [3] => -0.017184627732364 [4] => 0.0071038185739185 [5] => 0.031392264880201 [6] => 0.055680711186484 [7] => 0.079969157492766 [8] => 0.10425760379905 [9] => 0.12854605010533 [10] => 0.15283449641161 [11] => 0.1771229427179 [12] => 0.20141138902418 [13] => 0.22569983533046 [14] => 0.24998828163674 [15] => 0.27427672794303 [16] => 0.29856517424931 [17] => 0.32285362055559 [18] => 0.34714206686187 [19] => 0.37143051316816 [20] => 0.39571895947444 [21] => 0.42000740578072 [22] => 0.444295852087 [23] => 0.46858429839329 [24] => 0.49287274469957 ) [Error] => Array ( [0] => -0.081934969124812 [1] => -0.034417977227975 [2] => 0.1242584443551 [3] => -0.0019034344907925 [4] => -0.06114311499635 [5] => 0.0060342330604226 [6] => 0.15195365620248 [7] => -0.033473993158058 [8] => -0.062864918640823 [9] => -0.0092901608273944 [10] => 0.1103279685506 [11] => -0.026366502857587 [12] => -0.13583167429573 [13] => -0.053681025905905 [14] => 0.080019419236016 [15] => -0.0099312208929336 [16] => -0.044017097140335 [17] => 0.0122028988835 [18] => 0.13026862104538 [19] => 0.012025783356597 [20] => -0.050541342931735 [21] => -0.019987770715563 [22] => 0.081914151754661 [23] => -0.017258489903767 [24] => -0.066361483334993 ) [SquaredError] => Array ( [0] => 0.0067133391654838 [1] => 0.0011845971564654 [2] => 0.015440160993549 [3] => 3.6230628607385E-6 [4] => 0.0037384805114569 [5] => 3.6411968627497E-5 [6] => 0.023089913633301 [7] => 0.0011205082179457 [8] => 0.0039519979957174 [9] => 8.6307088198853E-5 [10] => 0.012172260644503 [11] => 0.00069519247293915 [12] => 0.018450243741981 [13] => 0.0028816525423104 [14] => 0.0064031074548692 [15] => 9.862914842424E-5 [16] => 0.0019375048406617 [17] => 0.00014891074116093 [18] => 0.016969913629064 [19] => 0.00014461946533981 [20] => 0.0025544273453432 [21] => 0.0003995109781779 [22] => 0.0067099282576856 [23] => 0.00029785547375841 [24] => 0.0044038464704206 ) [TotalError] => 0.89654015416536 [SumError] => -6.9388939039072E-17 [SumSquaredError] => 0.12963294300025 [ErrorVariance] => 0.0056362149130541 [StdErr] => 0.07507472885768 [SlopeStdErr] => 0.0083287933657822 [SlopeVal] => [YIntStdErr] => 0.029150776780238 [YIntTVal] => -3.0891103633389 [R] => 0.92488244862213 [RSquared] => 0.85540754376927 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 11.66480916963 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.858897957232 [1] => 0.95390459341346 [2] => 0.91105102032813 [3] => 0.90714253100314 [4] => 0.94645226501307 [5] => 1.0443045191759 [6] => 0.96992818942812 [7] => 0.96331551138611 [8] => 0.9972552898201 [9] => 1.0764219673606 [10] => 1.0031157170998 [11] => 0.96992818942812 [12] => 1.0153178330691 [13] => 1.1141103565319 [14] => 1.084003990608 [15] => 1.0981936258633 [16] => 1.1700268981511 [17] => 1.2432613427206 [18] => 1.1835545336189 [19] => 1.1850035564918 [20] => 1.2045811755776 [21] => 1.2860071220795 [22] => 1.2331484676931 [23] => 1.2368394494739 [24] => 1.2674064187529 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.0769269008528 [SumXX] => 81.25 [SumXY] => 5.3597281596873 [SumYY] => 0.396036624141 [Slope] => 0.065965885042305 [YInt] => 0.87902924572589 [PredictedY] => Array ( [0] => 0.87902924572589 [1] => 0.89552071698647 [2] => 0.91201218824705 [3] => 0.92850365950762 [4] => 0.9449951307682 [5] => 0.96148660202878 [6] => 0.97797807328935 [7] => 0.99446954454993 [8] => 1.0109610158105 [9] => 1.0274524870711 [10] => 1.0439439583317 [11] => 1.0604354295922 [12] => 1.0769269008528 [13] => 1.0934183721134 [14] => 1.109909843374 [15] => 1.1264013146345 [16] => 1.1428927858951 [17] => 1.1593842571557 [18] => 1.1758757284163 [19] => 1.1923671996768 [20] => 1.2088586709374 [21] => 1.225350142198 [22] => 1.2418416134586 [23] => 1.2583330847191 [24] => 1.2748245559797 ) [Error] => Array ( [0] => -0.020131288493891 [1] => 0.058383876426989 [2] => -0.00096116791892054 [3] => -0.021361128504483 [4] => 0.0014571342448736 [5] => 0.082817917147139 [6] => -0.0080498838612358 [7] => -0.031154033163817 [8] => -0.013705725990401 [9] => 0.048969480289513 [10] => -0.04082824123185 [11] => -0.090507240164117 [12] => -0.061609067783692 [13] => 0.020691984418507 [14] => -0.025905852765932 [15] => -0.028207688771249 [16] => 0.027134112256003 [17] => 0.083877085564895 [18] => 0.007678805202596 [19] => -0.0073636431850366 [20] => -0.0042774953598466 [21] => 0.06065697988148 [22] => -0.0086931457654666 [23] => -0.021493635245232 [24] => -0.0074181372268183 ) [SquaredError] => Array ( [0] => 0.00040526877642428 [1] => 0.0034086770266419 [2] => 9.2384376836203E-7 [3] => 0.00045629781098503 [4] => 2.1232402075833E-6 [5] => 0.0068588074005904 [6] => 6.4800630179385E-5 [7] => 0.00097057378237219 [8] => 0.00018784692492395 [9] => 0.002398009999825 [10] => 0.0016669452820861 [11] => 0.0081915605221251 [12] => 0.0037956772331756 [13] => 0.00042815821917573 [14] => 0.00067111320753013 [15] => 0.00079567370581564 [16] => 0.00073626004792139 [17] => 0.0070353654828607 [18] => 5.8964049339415E-5 [19] => 5.4223240956536E-5 [20] => 1.8296966553509E-5 [21] => 0.0036792692083423 [22] => 7.5570783299651E-5 [23] => 0.0004619763560551 [24] => 5.5028759915907E-5 ) [TotalError] => 0.396036624141 [SumError] => 7.7715611723761E-15 [SumSquaredError] => 0.042477412501071 [ErrorVariance] => 0.0018468440217857 [StdErr] => 0.042974923173703 [SlopeStdErr] => 0.0047676396634435 [SlopeVal] => [YIntStdErr] => 0.016686738822052 [YIntTVal] => 52.678312706868 [R] => 0.94485116628699 [RSquared] => 0.89274372643388 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 13.836172550561 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.1001794975729 [1] => 0.08278537031645 [2] => -0.019088062223156 [3] => -0.054039296422431 [4] => 0.037426497940624 [5] => 0.20763436738896 [6] => 0.046495164334708 [7] => 0.041392685158225 [8] => 0.11925588927794 [9] => 0.26316246496222 [10] => 0.15075643986031 [11] => 0.065579714728448 [12] => 0.17201880942456 [13] => 0.33000770087276 [14] => 0.26434550705009 [15] => 0.25454807710897 [16] => 0.33505651943909 [17] => 0.47741068790725 [18] => 0.38345629652475 [19] => 0.3451776165427 [20] => 0.40001963506516 [21] => 0.52621000384166 [22] => 0.45132580848952 [23] => 0.42651126136458 [24] => 0.47668674294564 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.22735825617305 [SumXX] => 81.25 [SumXY] => 7.5060330557056 [SumYY] => 0.81606086139663 [Slope] => 0.092381945300991 [YInt] => -0.049787579729929 [PredictedY] => Array ( [0] => -0.049787579729929 [1] => -0.026692093404681 [2] => -0.0035966070794333 [3] => 0.019498879245815 [4] => 0.042594365571062 [5] => 0.06568985189631 [6] => 0.088785338221558 [7] => 0.11188082454681 [8] => 0.13497631087205 [9] => 0.1580717971973 [10] => 0.18116728352255 [11] => 0.2042627698478 [12] => 0.22735825617305 [13] => 0.25045374249829 [14] => 0.27354922882354 [15] => 0.29664471514879 [16] => 0.31974020147404 [17] => 0.34283568779928 [18] => 0.36593117412453 [19] => 0.38902666044978 [20] => 0.41212214677503 [21] => 0.43521763310028 [22] => 0.45831311942552 [23] => 0.48140860575077 [24] => 0.50450409207602 ) [Error] => Array ( [0] => -0.050391917842975 [1] => 0.10947746372113 [2] => -0.015491455143723 [3] => -0.073538175668246 [4] => -0.0051678676304387 [5] => 0.14194451549265 [6] => -0.04229017388685 [7] => -0.070488139388581 [8] => -0.015720421594117 [9] => 0.10509066776491 [10] => -0.030410843662241 [11] => -0.13868305511935 [12] => -0.055339446748489 [13] => 0.079553958374466 [14] => -0.0092037217734485 [15] => -0.042096638039815 [16] => 0.015316317965055 [17] => 0.13457500010797 [18] => 0.017525122400221 [19] => -0.043849043907076 [20] => -0.01210251170987 [21] => 0.090992370741388 [22] => -0.0069873109360043 [23] => -0.054897344386196 [24] => -0.027817349130375 ) [SquaredError] => Array ( [0] => 0.0025393453838931 [1] => 0.011985315062812 [2] => 0.00023998518246999 [3] => 0.0054078632806138 [4] => 2.6706855845736E-5 [5] => 0.020148245478444 [6] => 0.00178845880738 [7] => 0.004968577794464 [8] => 0.00024713165509679 [9] => 0.011044048451276 [10] => 0.00092481941224923 [11] => 0.019232989777236 [12] => 0.0030624543664288 [13] => 0.0063288322930463 [14] => 8.470849448305E-5 [15] => 0.0017721269342552 [16] => 0.00023458959600666 [17] => 0.018110430654059 [18] => 0.00030712991514272 [19] => 0.0019227386515647 [20] => 0.00014647078968753 [21] => 0.0082796115331382 [22] => 4.8822514116405E-5 [23] => 0.0030137184206567 [24] => 0.00077380491264116 ) [TotalError] => 0.81606086139663 [SumError] => 1.6653345369377E-16 [SumSquaredError] => 0.12263892621701 [ErrorVariance] => 0.0053321272268264 [StdErr] => 0.073021416220355 [SlopeStdErr] => 0.008100998781215 [SlopeVal] => [YIntStdErr] => 0.028353495734253 [YIntTVal] => -1.7559591309858 [R] => 0.92180171784545 [RSquared] => 0.84971840702283 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 11.403772274995 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.95390459341346 [1] => 0.91105102032813 [2] => 0.90714253100314 [3] => 0.94645226501307 [4] => 1.0443045191759 [5] => 0.96992818942812 [6] => 0.96331551138611 [7] => 0.9972552898201 [8] => 1.0764219673606 [9] => 1.0031157170998 [10] => 0.96992818942812 [11] => 1.0153178330691 [12] => 1.1141103565319 [13] => 1.084003990608 [14] => 1.0981936258633 [15] => 1.1700268981511 [16] => 1.2432613427206 [17] => 1.1835545336189 [18] => 1.1850035564918 [19] => 1.2045811755776 [20] => 1.2860071220795 [21] => 1.2331484676931 [22] => 1.2368394494739 [23] => 1.2674064187529 [24] => 1.3116691124006 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.0950377470596 [SumXX] => 81.25 [SumXY] => 5.355360727563 [SumYY] => 0.39540384100884 [Slope] => 0.065912132031545 [YInt] => 0.89730135096492 [PredictedY] => Array ( [0] => 0.89730135096492 [1] => 0.9137793839728 [2] => 0.93025741698069 [3] => 0.94673544998858 [4] => 0.96321348299646 [5] => 0.97969151600435 [6] => 0.99616954901224 [7] => 1.0126475820201 [8] => 1.029125615028 [9] => 1.0456036480359 [10] => 1.0620816810438 [11] => 1.0785597140517 [12] => 1.0950377470596 [13] => 1.1115157800674 [14] => 1.1279938130753 [15] => 1.1444718460832 [16] => 1.1609498790911 [17] => 1.177427912099 [18] => 1.1939059451069 [19] => 1.2103839781148 [20] => 1.2268620111226 [21] => 1.2433400441305 [22] => 1.2598180771384 [23] => 1.2762961101463 [24] => 1.2927741431542 ) [Error] => Array ( [0] => 0.056603242448542 [1] => -0.0027283636446777 [2] => -0.02311488597755 [3] => -0.00028318497550373 [4] => 0.081091036179451 [5] => -0.0097633265762334 [6] => -0.032854037626124 [7] => -0.015392292200019 [8] => 0.047296352332585 [9] => -0.042487930936088 [10] => -0.092153491615665 [11] => -0.06324188098255 [12] => 0.019072609472338 [13] => -0.02751178945941 [14] => -0.029800187212037 [15] => 0.025555052067905 [16] => 0.082311463629486 [17] => 0.006126621519877 [18] => -0.0089023886150656 [19] => -0.0058028025371857 [20] => 0.059145110956831 [21] => -0.010191576437426 [22] => -0.022978627664502 [23] => -0.008889691393398 [24] => 0.018894969246422 ) [SquaredError] => Array ( [0] => 0.0032039270556884 [1] => 7.4439681775987E-6 [2] => 0.00053429795375514 [3] => 8.0193730351045E-8 [4] => 0.0065757561486571 [5] => 9.5322545834185E-5 [6] => 0.0010793877883388 [7] => 0.00023692265917076 [8] => 0.002236944943968 [9] => 0.0018052242752298 [10] => 0.0084922660169584 [11] => 0.0039995355102111 [12] => 0.00036376443208433 [13] => 0.00075689855925891 [14] => 0.00088805115787248 [15] => 0.00065306068619332 [16] => 0.0067751770448283 [17] => 3.753549124782E-5 [18] => 7.925252305365E-5 [19] => 3.3672517285569E-5 [20] => 0.0034981441500959 [21] => 0.0001038682302799 [22] => 0.00052801732934382 [23] => 7.9026613069855E-5 [24] => 0.00035701986282324 ) [TotalError] => 0.39540384100884 [SumError] => 1.4432899320127E-15 [SumSquaredError] => 0.042420597657157 [ErrorVariance] => 0.0018443738111807 [StdErr] => 0.042946173417206 [SlopeStdErr] => 0.0047644501643294 [SlopeVal] => [YIntStdErr] => 0.016675575575153 [YIntTVal] => 53.809318120445 [R] => 0.94483637069135 [RSquared] => 0.89271576738121 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 13.834152894497 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.08278537031645 [1] => -0.019088062223156 [2] => -0.054039296422431 [3] => 0.037426497940624 [4] => 0.20763436738896 [5] => 0.046495164334708 [6] => 0.041392685158225 [7] => 0.11925588927794 [8] => 0.26316246496222 [9] => 0.15075643986031 [10] => 0.065579714728448 [11] => 0.17201880942456 [12] => 0.33000770087276 [13] => 0.26434550705009 [14] => 0.25454807710897 [15] => 0.33505651943909 [16] => 0.47741068790725 [17] => 0.38345629652475 [18] => 0.3451776165427 [19] => 0.40001963506516 [20] => 0.52621000384166 [21] => 0.45132580848952 [22] => 0.42651126136458 [23] => 0.47668674294564 [24] => 0.56086269472746 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.25379994386506 [SumXX] => 81.25 [SumXY] => 7.4420486716945 [SumYY] => 0.80252602060314 [Slope] => 0.091594445190086 [YInt] => -0.020983391705198 [PredictedY] => Array ( [0] => -0.020983391705198 [1] => 0.0019152195923237 [2] => 0.024813830889845 [3] => 0.047712442187367 [4] => 0.070611053484888 [5] => 0.09350966478241 [6] => 0.11640827607993 [7] => 0.13930688737745 [8] => 0.16220549867497 [9] => 0.1851041099725 [10] => 0.20800272127002 [11] => 0.23090133256754 [12] => 0.25379994386506 [13] => 0.27669855516258 [14] => 0.2995971664601 [15] => 0.32249577775762 [16] => 0.34539438905515 [17] => 0.36829300035267 [18] => 0.39119161165019 [19] => 0.41409022294771 [20] => 0.43698883424523 [21] => 0.45988744554275 [22] => 0.48278605684027 [23] => 0.5056846681378 [24] => 0.52858327943532 ) [Error] => Array ( [0] => 0.10376876202165 [1] => -0.02100328181548 [2] => -0.078853127312277 [3] => -0.010285944246743 [4] => 0.13702331390407 [5] => -0.047014500447701 [6] => -0.075015590921706 [7] => -0.020050998099516 [8] => 0.10095696628724 [9] => -0.034347670112187 [10] => -0.14242300654157 [11] => -0.058882523142982 [12] => 0.076207757007699 [13] => -0.012353048112489 [14] => -0.045049089351129 [15] => 0.012560741681467 [16] => 0.13201629885211 [17] => 0.015163296172086 [18] => -0.046013995107485 [19] => -0.014070587882552 [20] => 0.089221169596432 [21] => -0.0085616370532338 [22] => -0.0562747954757 [23] => -0.028997925192151 [24] => 0.032279415292147 ) [SquaredError] => Array ( [0] => 0.010767955971505 [1] => 0.00044113784702048 [2] => 0.0062178156869261 [3] => 0.00010580064904711 [4] => 0.018775388553254 [5] => 0.0022103632523469 [6] => 0.0056273388813327 [7] => 0.00040204252478679 [8] => 0.010192309041923 [9] => 0.0011797624421356 [10] => 0.02028431279234 [11] => 0.0034671515316838 [12] => 0.0058076222281445 [13] => 0.00015259779766947 [14] => 0.002029420451366 [15] => 0.00015777223158854 [16] => 0.017428303162608 [17] => 0.00022992555080239 [18] => 0.0021172877457516 [19] => 0.00019798144336062 [20] => 0.0079604171041553 [21] => 7.3301629031305E-5 [22] => 0.0031668526058318 [23] => 0.00084087966544961 [24] => 0.0010419606516029 ) [TotalError] => 0.80252602060314 [SumError] => 2.7755575615629E-16 [SumSquaredError] => 0.12087570144166 [ErrorVariance] => 0.0052554652800724 [StdErr] => 0.072494587936427 [SlopeStdErr] => 0.0080425524307207 [SlopeVal] => [YIntStdErr] => 0.028148933507522 [YIntTVal] => -0.74544180153718 [R] => 0.92161866121848 [RSquared] => 0.84938095670615 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 11.388728389288 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.91105102032813 [1] => 0.90714253100314 [2] => 0.94645226501307 [3] => 1.0443045191759 [4] => 0.96992818942812 [5] => 0.96331551138611 [6] => 0.9972552898201 [7] => 1.0764219673606 [8] => 1.0031157170998 [9] => 0.96992818942812 [10] => 1.0153178330691 [11] => 1.1141103565319 [12] => 1.084003990608 [13] => 1.0981936258633 [14] => 1.1700268981511 [15] => 1.2432613427206 [16] => 1.1835545336189 [17] => 1.1850035564918 [18] => 1.2045811755776 [19] => 1.2860071220795 [20] => 1.2331484676931 [21] => 1.2368394494739 [22] => 1.2674064187529 [23] => 1.3116691124006 [24] => 1.2586612233256 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.107228012256 [SumXX] => 81.25 [SumXY] => 5.3875484070114 [SumYY] => 0.39854285179712 [Slope] => 0.066308288086294 [YInt] => 0.90830314799716 [PredictedY] => Array ( [0] => 0.90830314799716 [1] => 0.92488022001873 [2] => 0.9414572920403 [3] => 0.95803436406188 [4] => 0.97461143608345 [5] => 0.99118850810502 [6] => 1.0077655801266 [7] => 1.0243426521482 [8] => 1.0409197241697 [9] => 1.0574967961913 [10] => 1.0740738682129 [11] => 1.0906509402345 [12] => 1.107228012256 [13] => 1.1238050842776 [14] => 1.1403821562992 [15] => 1.1569592283208 [16] => 1.1735363003423 [17] => 1.1901133723639 [18] => 1.2066904443855 [19] => 1.2232675164071 [20] => 1.2398445884286 [21] => 1.2564216604502 [22] => 1.2729987324718 [23] => 1.2895758044933 [24] => 1.3061528765149 ) [Error] => Array ( [0] => 0.0027478723309696 [1] => -0.01773768901559 [2] => 0.0049949729727691 [3] => 0.086270155114037 [4] => -0.0046832466553349 [5] => -0.027872996718913 [6] => -0.010510290306495 [7] => 0.052079315212422 [8] => -0.037804007069939 [9] => -0.087568606763203 [10] => -0.058756035143775 [11] => 0.023459416297426 [12] => -0.02322402164801 [13] => -0.025611458414324 [14] => 0.029644741851931 [15] => 0.086302114399825 [16] => 0.010018233276529 [17] => -0.0051098158721012 [18] => -0.0021092688079087 [19] => 0.062739605672421 [20] => -0.0066961207355234 [21] => -0.019582210976286 [22] => -0.0055923137188698 [23] => 0.022093307907263 [24] => -0.047491653189317 ) [SquaredError] => Array ( [0] => 7.5508023473084E-6 [1] => 0.00031462561161378 [2] => 2.4949754998694E-5 [3] => 0.0074425396634 [4] => 2.1932799234706E-5 [5] => 0.00077690394609255 [6] => 0.0001104662023268 [7] => 0.0027122550729948 [8] => 0.001429142950544 [9] => 0.0076682608904484 [10] => 0.0034522716658166 [11] => 0.00055034421301594 [12] => 0.00053935518150723 [13] => 0.00065594680210865 [14] => 0.00087881071946762 [15] => 0.0074480549498805 [16] => 0.00010036499798295 [17] => 2.6110218246778E-5 [18] => 4.4490149040167E-6 [19] => 0.0039362581199309 [20] => 4.4838032904706E-5 [21] => 0.00038346298671979 [22] => 3.127397273026E-5 [23] => 0.00048811425428515 [24] => 0.0022554571226544 ) [TotalError] => 0.39854285179712 [SumError] => 2.3314683517128E-15 [SumSquaredError] => 0.041303739946156 [ErrorVariance] => 0.0017958147802677 [StdErr] => 0.042377054879589 [SlopeStdErr] => 0.004701312131431 [SlopeVal] => [YIntStdErr] => 0.016454592460009 [YIntTVal] => 55.200586110212 [R] => 0.94676455065688 [RSquared] => 0.89636311438053 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 14.104208832037 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.019088062223156 [1] => -0.054039296422431 [2] => 0.037426497940624 [3] => 0.20763436738896 [4] => 0.046495164334708 [5] => 0.041392685158225 [6] => 0.11925588927794 [7] => 0.26316246496222 [8] => 0.15075643986031 [9] => 0.065579714728448 [10] => 0.17201880942456 [11] => 0.33000770087276 [12] => 0.26434550705009 [13] => 0.25454807710897 [14] => 0.33505651943909 [15] => 0.47741068790725 [16] => 0.38345629652475 [17] => 0.3451776165427 [18] => 0.40001963506516 [19] => 0.52621000384166 [20] => 0.45132580848952 [21] => 0.42651126136458 [22] => 0.47668674294564 [23] => 0.56086269472746 [24] => 0.48557947698468 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.26991170813179 [SumXX] => 81.25 [SumXY] => 7.5815899070204 [SumYY] => 0.82051206451561 [Slope] => 0.093311875778712 [YInt] => -0.010023919204347 [PredictedY] => Array ( [0] => -0.010023919204347 [1] => 0.013304049740331 [2] => 0.036632018685009 [3] => 0.059959987629687 [4] => 0.083287956574365 [5] => 0.10661592551904 [6] => 0.12994389446372 [7] => 0.1532718634084 [8] => 0.17659983235308 [9] => 0.19992780129776 [10] => 0.22325577024243 [11] => 0.24658373918711 [12] => 0.26991170813179 [13] => 0.29323967707647 [14] => 0.31656764602115 [15] => 0.33989561496582 [16] => 0.3632235839105 [17] => 0.38655155285518 [18] => 0.40987952179986 [19] => 0.43320749074454 [20] => 0.45653545968921 [21] => 0.47986342863389 [22] => 0.50319139757857 [23] => 0.52651936652325 [24] => 0.54984733546793 ) [Error] => Array ( [0] => -0.0090641430188095 [1] => -0.067343346162762 [2] => 0.00079447925561462 [3] => 0.14767437975927 [4] => -0.036792792239657 [5] => -0.065223240360818 [6] => -0.010688005185784 [7] => 0.10989060155382 [8] => -0.025843392492768 [9] => -0.13434808656931 [10] => -0.051236960817877 [11] => 0.083423961685648 [12] => -0.0055662010816967 [13] => -0.038691599967493 [14] => 0.018488873417946 [15] => 0.13751507294143 [16] => 0.020232712614252 [17] => -0.041373936312475 [18] => -0.0098598867346987 [19] => 0.093002513097129 [20] => -0.0052096511996937 [21] => -0.053352167269316 [22] => -0.026504654632925 [23] => 0.034343328204217 [24] => -0.064267858483247 ) [SquaredError] => Array ( [0] => 8.2158688665433E-5 [1] => 0.0045351262723977 [2] => 6.3119728760196E-7 [3] => 0.021807722437286 [4] => 0.0013537095607905 [5] => 0.004254071083165 [6] => 0.00011423345485135 [7] => 0.01207594430986 [8] => 0.00066788093553526 [9] => 0.018049408364834 [10] => 0.0026252261538526 [11] => 0.0069595573833285 [12] => 3.0982594481881E-5 [13] => 0.0014970399080445 [14] => 0.00034183844026484 [15] => 0.018910395286086 [16] => 0.00040936265973091 [17] => 0.0017118026059888 [18] => 9.7217366421088E-5 [19] => 0.0086494674423816 [20] => 2.714046562247E-5 [21] => 0.0028464537523331 [22] => 0.00070249671721061 [23] => 0.0011794641921426 [24] => 0.0041303576340226 ) [TotalError] => 0.82051206451561 [SumError] => 0 [SumSquaredError] => 0.11305968890659 [ErrorVariance] => 0.0049156386481124 [StdErr] => 0.07011161564329 [SlopeStdErr] => 0.0077781853910002 [SlopeVal] => [YIntStdErr] => 0.027223648868501 [YIntTVal] => -0.36820630668453 [R] => 0.92855176333245 [RSquared] => 0.86220837718781 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 11.996612460109 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.90714253100314 [1] => 0.94645226501307 [2] => 1.0443045191759 [3] => 0.96992818942812 [4] => 0.96331551138611 [5] => 0.9972552898201 [6] => 1.0764219673606 [7] => 1.0031157170998 [8] => 0.96992818942812 [9] => 1.0153178330691 [10] => 1.1141103565319 [11] => 1.084003990608 [12] => 1.0981936258633 [13] => 1.1700268981511 [14] => 1.2432613427206 [15] => 1.1835545336189 [16] => 1.1850035564918 [17] => 1.2045811755776 [18] => 1.2860071220795 [19] => 1.2331484676931 [20] => 1.2368394494739 [21] => 1.2674064187529 [22] => 1.3116691124006 [23] => 1.2586612233256 [24] => 1.2252058659659 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.1197942060816 [SumXX] => 81.25 [SumXY] => 5.1039067443753 [SumYY] => 0.37002848291972 [Slope] => 0.062817313776926 [YInt] => 0.93134226475077 [PredictedY] => Array ( [0] => 0.93134226475077 [1] => 0.947046593195 [2] => 0.96275092163923 [3] => 0.97845525008347 [4] => 0.9941595785277 [5] => 1.0098639069719 [6] => 1.0255682354162 [7] => 1.0412725638604 [8] => 1.0569768923046 [9] => 1.0726812207489 [10] => 1.0883855491931 [11] => 1.1040898776373 [12] => 1.1197942060816 [13] => 1.1354985345258 [14] => 1.15120286297 [15] => 1.1669071914142 [16] => 1.1826115198585 [17] => 1.1983158483027 [18] => 1.2140201767469 [19] => 1.2297245051912 [20] => 1.2454288336354 [21] => 1.2611331620796 [22] => 1.2768374905239 [23] => 1.2925418189681 [24] => 1.3082461474123 ) [Error] => Array ( [0] => -0.024199733747631 [1] => -0.00059432818192984 [2] => 0.08155359753668 [3] => -0.00852706065535 [4] => -0.030844067141586 [5] => -0.012608617151826 [6] => 0.050853731944432 [7] => -0.038156846760586 [8] => -0.087048702876508 [9] => -0.057363387679739 [10] => 0.025724807338805 [11] => -0.020085887029289 [12] => -0.021600580218262 [13] => 0.034528363625335 [14] => 0.092058479750571 [15] => 0.016647342204617 [16] => 0.0023920366333288 [17] => 0.0062653272748634 [18] => 0.071986945332535 [19] => 0.0034239625019323 [20] => -0.0085893841614888 [21] => 0.0062732566732699 [22] => 0.034831621876745 [23] => -0.033880595642493 [24] => -0.083040281446427 ) [SquaredError] => Array ( [0] => 0.00058562711345622 [1] => 3.5322598783603E-7 [2] => 0.0066509892711748 [3] => 7.2710763420018E-5 [4] => 0.00095135647783469 [5] => 0.00015897722648132 [6] => 0.0025861020526762 [7] => 0.0014559449547108 [8] => 0.0075774766724825 [9] => 0.003290558246096 [10] => 0.00066176571261861 [11] => 0.00040344285775337 [12] => 0.00046658506576556 [13] => 0.0011922078946434 [14] => 0.0084747636939863 [15] => 0.00027713400247761 [16] => 5.7218392551868E-6 [17] => 3.9254325861147E-5 [18] => 0.0051821202983094 [19] => 1.1723519214639E-5 [20] => 7.3777520273635E-5 [21] => 3.9353749288726E-5 [22] => 0.0012132418825645 [23] => 0.0011478947610901 [24] => 0.0068956883427018 ) [TotalError] => 0.37002848291972 [SumError] => -1.2212453270877E-15 [SumSquaredError] => 0.049414771470125 [ErrorVariance] => 0.002148468324788 [StdErr] => 0.046351573056241 [SlopeStdErr] => 0.005142245333929 [SlopeVal] => [YIntStdErr] => 0.017997858668751 [YIntTVal] => 51.747392947796 [R] => 0.930836636506 [RSquared] => 0.86645684386181 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 12.21593092077 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.054039296422431 [1] => 0.037426497940624 [2] => 0.20763436738896 [3] => 0.046495164334708 [4] => 0.041392685158225 [5] => 0.11925588927794 [6] => 0.26316246496222 [7] => 0.15075643986031 [8] => 0.065579714728448 [9] => 0.17201880942456 [10] => 0.33000770087276 [11] => 0.26434550705009 [12] => 0.25454807710897 [13] => 0.33505651943909 [14] => 0.47741068790725 [15] => 0.38345629652475 [16] => 0.3451776165427 [17] => 0.40001963506516 [18] => 0.52621000384166 [19] => 0.45132580848952 [20] => 0.42651126136458 [21] => 0.47668674294564 [22] => 0.56086269472746 [23] => 0.48557947698468 [24] => 0.4201208480857 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.28748006454414 [SumXX] => 81.25 [SumXY] => 7.0929680732285 [SumYY] => 0.7518378043003 [Slope] => 0.087298068593582 [YInt] => 0.025585858763398 [PredictedY] => Array ( [0] => 0.025585858763398 [1] => 0.047410375911794 [2] => 0.069234893060189 [3] => 0.091059410208584 [4] => 0.11288392735698 [5] => 0.13470844450538 [6] => 0.15653296165377 [7] => 0.17835747880217 [8] => 0.20018199595056 [9] => 0.22200651309896 [10] => 0.24383103024735 [11] => 0.26565554739575 [12] => 0.28748006454414 [13] => 0.30930458169254 [14] => 0.33112909884093 [15] => 0.35295361598933 [16] => 0.37477813313773 [17] => 0.39660265028612 [18] => 0.41842716743452 [19] => 0.44025168458291 [20] => 0.46207620173131 [21] => 0.4839007188797 [22] => 0.5057252360281 [23] => 0.52754975317649 [24] => 0.54937427032489 ) [Error] => Array ( [0] => -0.079625155185829 [1] => -0.0099838779711699 [2] => 0.13839947432877 [3] => -0.044564245873876 [4] => -0.071491242198755 [5] => -0.015452555227439 [6] => 0.10662950330845 [7] => -0.027601038941857 [8] => -0.13460228122211 [9] => -0.049987703674401 [10] => 0.086176670625407 [11] => -0.0013100403456556 [12] => -0.03293198743517 [13] => 0.025751937746552 [14] => 0.14628158906632 [15] => 0.030502680535423 [16] => -0.029600516595021 [17] => 0.0034169847790377 [18] => 0.10778283640715 [19] => 0.011074123906608 [20] => -0.035564940366732 [21] => -0.0072139759340579 [22] => 0.055137458699367 [23] => -0.041970276191815 [24] => -0.12925342223919 ) [SquaredError] => Array ( [0] => 0.0063401653383674 [1] => 9.9677819343211E-5 [2] => 0.019154414494481 [3] => 0.0019859720103073 [4] => 0.005110997711121 [5] => 0.00023878146305704 [6] => 0.011369850975806 [7] => 0.00076181735066992 [8] => 0.018117774110197 [9] => 0.0024987705186397 [10] => 0.0074264185600798 [11] => 1.7162057072454E-6 [12] => 0.0010845157964302 [13] => 0.00066316229770231 [14] => 0.021398303299767 [15] => 0.00093041351984609 [16] => 0.00087619058269214 [17] => 1.1675784980175E-5 [18] => 0.01161713982397 [19] => 0.0001226362202989 [20] => 0.0012648649832892 [21] => 5.2041448777166E-5 [22] => 0.0030401393518244 [23] => 0.0017615040836172 [24] => 0.016706447160541 ) [TotalError] => 0.7518378043003 [SumError] => 5.5511151231258E-17 [SumSquaredError] => 0.13263539091151 [ErrorVariance] => 0.0057667561265875 [StdErr] => 0.075939160691882 [SlopeStdErr] => 0.0084246934673932 [SlopeVal] => [YIntStdErr] => 0.029486427135876 [YIntTVal] => 0.86771648004338 [R] => 0.90751589528777 [RSquared] => 0.82358510019997 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 10.362165570944 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.94645226501307 [1] => 1.0443045191759 [2] => 0.96992818942812 [3] => 0.96331551138611 [4] => 0.9972552898201 [5] => 1.0764219673606 [6] => 1.0031157170998 [7] => 0.96992818942812 [8] => 1.0153178330691 [9] => 1.1141103565319 [10] => 1.084003990608 [11] => 1.0981936258633 [12] => 1.1700268981511 [13] => 1.2432613427206 [14] => 1.1835545336189 [15] => 1.1850035564918 [16] => 1.2045811755776 [17] => 1.2860071220795 [18] => 1.2331484676931 [19] => 1.2368394494739 [20] => 1.2674064187529 [21] => 1.3116691124006 [22] => 1.2586612233256 [23] => 1.2252058659659 [24] => 1.244475044689 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.133287506629 [SumXX] => 81.25 [SumXY] => 4.7868313161928 [SumYY] => 0.33580133053034 [Slope] => 0.058914846968527 [YInt] => 0.9565429657234 [PredictedY] => Array ( [0] => 0.9565429657234 [1] => 0.97127167746554 [2] => 0.98600038920767 [3] => 1.0007291009498 [4] => 1.0154578126919 [5] => 1.0301865244341 [6] => 1.0449152361762 [7] => 1.0596439479183 [8] => 1.0743726596605 [9] => 1.0891013714026 [10] => 1.1038300831447 [11] => 1.1185587948869 [12] => 1.133287506629 [13] => 1.1480162183711 [14] => 1.1627449301132 [15] => 1.1774736418554 [16] => 1.1922023535975 [17] => 1.2069310653396 [18] => 1.2216597770818 [19] => 1.2363884888239 [20] => 1.251117200566 [21] => 1.2658459123082 [22] => 1.2805746240503 [23] => 1.2953033357924 [24] => 1.3100320475346 ) [Error] => Array ( [0] => -0.010090700710331 [1] => 0.073032841710379 [2] => -0.016072199779552 [3] => -0.037413589563688 [4] => -0.018202522871828 [5] => 0.04623544292653 [6] => -0.041799519076388 [7] => -0.08971575849021 [8] => -0.059054826591341 [9] => 0.025008985129302 [10] => -0.019826092536692 [11] => -0.020365169023565 [12] => 0.036739391522132 [13] => 0.095245124349468 [14] => 0.020809603505613 [15] => 0.0075299146364249 [16] => 0.012378821980059 [17] => 0.079076056739831 [18] => 0.011488690611328 [19] => 0.00045096065000694 [20] => 0.016289218186865 [21] => 0.04582320009244 [22] => -0.021913400724698 [23] => -0.070097469826532 [24] => -0.065557002845554 ) [SquaredError] => Array ( [0] => 0.00010182224082548 [1] => 0.0053337959682932 [2] => 0.00025831560575382 [3] => 0.0013997766840401 [4] => 0.00033133183889942 [5] => 0.0021377161826124 [6] => 0.0017471997950173 [7] => 0.0080489173214737 [8] => 0.0034874725437334 [9] => 0.00062544933719764 [10] => 0.00039307394527348 [11] => 0.00041474010935837 [12] => 0.0013497828894165 [13] => 0.0090716337123456 [14] => 0.00043303959806083 [15] => 5.6699614431847E-5 [16] => 0.000153235233614 [17] => 0.0062530227495209 [18] => 0.00013199001196282 [19] => 2.0336550785468E-7 [20] => 0.00026533862913931 [21] => 0.0020997656667118 [22] => 0.0004801971313212 [23] => 0.0049136552760816 [24] => 0.004297720622092 ) [TotalError] => 0.33580133053034 [SumError] => -5.5511151231258E-16 [SumSquaredError] => 0.053785896072685 [ErrorVariance] => 0.0023385172205515 [StdErr] => 0.048358217714795 [SlopeStdErr] => 0.0053648625710998 [SlopeVal] => [YIntStdErr] => 0.018777018998849 [YIntTVal] => 50.942216428605 [R] => 0.91642142176911 [RSquared] => 0.83982822227732 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 10.981613450063 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.037426497940624 [1] => 0.20763436738896 [2] => 0.046495164334708 [3] => 0.041392685158225 [4] => 0.11925588927794 [5] => 0.26316246496222 [6] => 0.15075643986031 [7] => 0.065579714728448 [8] => 0.17201880942456 [9] => 0.33000770087276 [10] => 0.26434550705009 [11] => 0.25454807710897 [12] => 0.33505651943909 [13] => 0.47741068790725 [14] => 0.38345629652475 [15] => 0.3451776165427 [16] => 0.40001963506516 [17] => 0.52621000384166 [18] => 0.45132580848952 [19] => 0.42651126136458 [20] => 0.47668674294564 [21] => 0.56086269472746 [22] => 0.48557947698468 [23] => 0.4201208480857 [24] => 0.44232295574557 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.30733455463086 [SumXX] => 81.25 [SumXY] => 6.4475588236914 [SumYY] => 0.64932363192581 [Slope] => 0.079354570137741 [YInt] => 0.069270844217641 [PredictedY] => Array ( [0] => 0.069270844217641 [1] => 0.089109486752076 [2] => 0.10894812928651 [3] => 0.12878677182095 [4] => 0.14862541435538 [5] => 0.16846405688982 [6] => 0.18830269942425 [7] => 0.20814134195869 [8] => 0.22797998449312 [9] => 0.24781862702756 [10] => 0.26765726956199 [11] => 0.28749591209643 [12] => 0.30733455463086 [13] => 0.3271731971653 [14] => 0.34701183969973 [15] => 0.36685048223417 [16] => 0.3866891247686 [17] => 0.40652776730304 [18] => 0.42636640983747 [19] => 0.44620505237191 [20] => 0.46604369490635 [21] => 0.48588233744078 [22] => 0.50572097997522 [23] => 0.52555962250965 [24] => 0.54539826504409 ) [Error] => Array ( [0] => -0.031844346277017 [1] => 0.11852488063689 [2] => -0.062452964951803 [3] => -0.087394086662722 [4] => -0.029369525077445 [5] => 0.094698408072399 [6] => -0.037546259563943 [7] => -0.14256162723024 [8] => -0.055961175068566 [9] => 0.082189073845201 [10] => -0.0033117625119009 [11] => -0.032947834987455 [12] => 0.027721964808228 [13] => 0.15023749074195 [14] => 0.036444456825019 [15] => -0.021672865691465 [16] => 0.013330510296554 [17] => 0.11968223653862 [18] => 0.024959398652045 [19] => -0.019693791007335 [20] => 0.010643048039299 [21] => 0.074980357286684 [22] => -0.020141502990537 [23] => -0.10543877442395 [24] => -0.10307530929851 ) [SquaredError] => Array ( [0] => 0.0010140623898106 [1] => 0.014048147329988 [2] => 0.0039003728312712 [3] => 0.0076377263836113 [4] => 0.00086256900327469 [5] => 0.0089677884914467 [6] => 0.001409721607243 [7] => 0.020323817558534 [8] => 0.0031316531150547 [9] => 0.0067550438595319 [10] => 1.0967770935232E-5 [11] => 0.0010855598303605 [12] => 0.00076850733282861 [13] => 0.022571303624438 [14] => 0.0013281984332707 [15] => 0.0004697131072803 [16] => 0.00017770250476653 [17] => 0.014323837742887 [18] => 0.00062297158107168 [19] => 0.00038784540424059 [20] => 0.00011327447156683 [21] => 0.0056220539788388 [22] => 0.00040568014271782 [23] => 0.011117335152024 [24] => 0.010624519386984 ) [TotalError] => 0.64932363192581 [SumError] => 7.2164496600635E-16 [SumSquaredError] => 0.13768037303398 [ErrorVariance] => 0.0059861031753903 [StdErr] => 0.077369911305302 [SlopeStdErr] => 0.0085834209965959 [SlopeVal] => [YIntStdErr] => 0.030041973488086 [YIntTVal] => 2.305802055418 [R] => 0.88767302727758 [RSquared] => 0.78796340335614 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 9.2450982154099 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.0443045191759 [1] => 0.96992818942812 [2] => 0.96331551138611 [3] => 0.9972552898201 [4] => 1.0764219673606 [5] => 1.0031157170998 [6] => 0.96992818942812 [7] => 1.0153178330691 [8] => 1.1141103565319 [9] => 1.084003990608 [10] => 1.0981936258633 [11] => 1.1700268981511 [12] => 1.2432613427206 [13] => 1.1835545336189 [14] => 1.1850035564918 [15] => 1.2045811755776 [16] => 1.2860071220795 [17] => 1.2331484676931 [18] => 1.2368394494739 [19] => 1.2674064187529 [20] => 1.3116691124006 [21] => 1.2586612233256 [22] => 1.2252058659659 [23] => 1.244475044689 [24] => 1.3559301870789 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.1496666235116 [SumXX] => 81.25 [SumXY] => 4.8475448222908 [SumYY] => 0.3437567994322 [Slope] => 0.059662090120502 [YInt] => 0.97068035315011 [PredictedY] => Array ( [0] => 0.97068035315011 [1] => 0.98559587568024 [2] => 1.0005113982104 [3] => 1.0154269207405 [4] => 1.0303424432706 [5] => 1.0452579658007 [6] => 1.0601734883309 [7] => 1.075089010861 [8] => 1.0900045333911 [9] => 1.1049200559212 [10] => 1.1198355784514 [11] => 1.1347511009815 [12] => 1.1496666235116 [13] => 1.1645821460417 [14] => 1.1794976685719 [15] => 1.194413191102 [16] => 1.2093287136321 [17] => 1.2242442361622 [18] => 1.2391597586924 [19] => 1.2540752812225 [20] => 1.2689908037526 [21] => 1.2839063262827 [22] => 1.2988218488129 [23] => 1.313737371343 [24] => 1.3286528938731 ) [Error] => Array ( [0] => 0.073624166025802 [1] => -0.015667686252122 [2] => -0.037195886824252 [3] => -0.018171630920385 [4] => 0.046079524089979 [5] => -0.042142248700933 [6] => -0.090245298902749 [7] => -0.059771177791873 [8] => 0.024105823140776 [9] => -0.020916065313211 [10] => -0.021641952588078 [11] => 0.035275797169625 [12] => 0.093594719208968 [13] => 0.018972387577119 [14] => 0.0055058879199374 [15] => 0.010167984475578 [16] => 0.076678408447356 [17] => 0.0089042315308596 [18] => -0.0023203092184554 [19] => 0.01333113753041 [20] => 0.042678308647991 [21] => -0.025245102957141 [22] => -0.073615982846969 [23] => -0.069262326653984 [24] => 0.027277293205746 ) [SquaredError] => Array ( [0] => 0.0054205178229949 [1] => 0.00024547639249493 [2] => 0.0013835339966426 [3] => 0.00033020817030671 [4] => 0.002123322540359 [5] => 0.0017759691255713 [6] => 0.0081442139740464 [7] => 0.0035725936946277 [8] => 0.00058109070929438 [9] => 0.00043748178818653 [10] => 0.00046837411182461 [11] => 0.0012443818659525 [12] => 0.0087599714638055 [13] => 0.00035995149037643 [14] => 3.0314801786913E-5 [15] => 0.0001033879082956 [16] => 0.0058795783220195 [17] => 7.9285339155155E-5 [18] => 5.383834869249E-6 [19] => 0.0001777192278547 [20] => 0.0018214380290532 [21] => 0.00063731522331666 [22] => 0.0054193129305252 [23] => 0.0047972698935232 [24] => 0.00074405072463226 ) [TotalError] => 0.3437567994322 [SumError] => -5.3290705182008E-15 [SumSquaredError] => 0.054542143381515 [ErrorVariance] => 0.0023713975383267 [StdErr] => 0.048696997220843 [SlopeStdErr] => 0.0054024467827962 [SlopeVal] => [YIntStdErr] => 0.018908563739787 [YIntTVal] => 51.335488327315 [R] => 0.91724319836395 [RSquared] => 0.84133508494492 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 11.043531295948 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.20763436738896 [1] => 0.046495164334708 [2] => 0.041392685158225 [3] => 0.11925588927794 [4] => 0.26316246496222 [5] => 0.15075643986031 [6] => 0.065579714728448 [7] => 0.17201880942456 [8] => 0.33000770087276 [9] => 0.26434550705009 [10] => 0.25454807710897 [11] => 0.33505651943909 [12] => 0.47741068790725 [13] => 0.38345629652475 [14] => 0.3451776165427 [15] => 0.40001963506516 [16] => 0.52621000384166 [17] => 0.45132580848952 [18] => 0.42651126136458 [19] => 0.47668674294564 [20] => 0.56086269472746 [21] => 0.48557947698468 [22] => 0.4201208480857 [23] => 0.44232295574557 [24] => 0.60906054993009 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.33019991671044 [SumXX] => 81.25 [SumXY] => 6.4755356253458 [SumYY] => 0.65444122952306 [Slope] => 0.079698900004256 [YInt] => 0.091103216697673 [PredictedY] => Array ( [0] => 0.091103216697673 [1] => 0.11102794169874 [2] => 0.1309526666998 [3] => 0.15087739170087 [4] => 0.17080211670193 [5] => 0.19072684170299 [6] => 0.21065156670406 [7] => 0.23057629170512 [8] => 0.25050101670619 [9] => 0.27042574170725 [10] => 0.29035046670831 [11] => 0.31027519170938 [12] => 0.33019991671044 [13] => 0.35012464171151 [14] => 0.37004936671257 [15] => 0.38997409171363 [16] => 0.4098988167147 [17] => 0.42982354171576 [18] => 0.44974826671683 [19] => 0.46967299171789 [20] => 0.48959771671896 [21] => 0.50952244172002 [22] => 0.52944716672108 [23] => 0.54937189172215 [24] => 0.56929661672321 ) [Error] => Array ( [0] => 0.11653115069129 [1] => -0.064532777364029 [2] => -0.089559981541576 [3] => -0.031621502422929 [4] => 0.092360348260287 [5] => -0.039970401842684 [6] => -0.14507185197561 [7] => -0.058557482280565 [8] => 0.079506684166573 [9] => -0.0060802346571575 [10] => -0.03580238959934 [11] => 0.024781327729713 [12] => 0.14721077119681 [13] => 0.033331654813247 [14] => -0.024871750169867 [15] => 0.010045543351524 [16] => 0.11631118712697 [17] => 0.021502266773757 [18] => -0.023237005352252 [19] => 0.0070137512277537 [20] => 0.07126497800851 [21] => -0.023942964735341 [22] => -0.10932631863538 [23] => -0.10704893597657 [24] => 0.039763933206875 ) [SquaredError] => Array ( [0] => 0.013579509081436 [1] => 0.0041644793543153 [2] => 0.0080209902937275 [3] => 0.00099991941548328 [4] => 0.0085304339307615 [5] => 0.0015976330234657 [6] => 0.021045842235633 [7] => 0.0034289787310387 [8] => 0.0063213128271632 [9] => 3.6969253486099E-5 [10] => 0.0012818111010229 [11] => 0.00061411420404745 [12] => 0.021671011156359 [13] => 0.0011109992125894 [14] => 0.00061860395651226 [15] => 0.00010091294122735 [16] => 0.013528292250884 [17] => 0.0004623474764098 [18] => 0.00053995841774058 [19] => 4.9192706284816E-5 [20] => 0.0050786970905534 [21] => 0.00057326556031777 [22] => 0.011952243946365 [23] => 0.011459474693716 [24] => 0.0015811703840808 ) [TotalError] => 0.65444122952306 [SumError] => -8.3266726846887E-17 [SumSquaredError] => 0.13834816324462 [ErrorVariance] => 0.0060151375323748 [StdErr] => 0.077557317722926 [SlopeStdErr] => 0.0086042118719219 [SlopeVal] => [YIntStdErr] => 0.030114741551727 [YIntTVal] => 3.0252033390753 [R] => 0.88803214411687 [RSquared] => 0.7886010889848 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 9.2627774850987 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.96992818942812 [1] => 0.96331551138611 [2] => 0.9972552898201 [3] => 1.0764219673606 [4] => 1.0031157170998 [5] => 0.96992818942812 [6] => 1.0153178330691 [7] => 1.1141103565319 [8] => 1.084003990608 [9] => 1.0981936258633 [10] => 1.1700268981511 [11] => 1.2432613427206 [12] => 1.1835545336189 [13] => 1.1850035564918 [14] => 1.2045811755776 [15] => 1.2860071220795 [16] => 1.2331484676931 [17] => 1.2368394494739 [18] => 1.2674064187529 [19] => 1.3116691124006 [20] => 1.2586612233256 [21] => 1.2252058659659 [22] => 1.244475044689 [23] => 1.3559301870789 [24] => 1.3022226663177 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.1599833493973 [SumXX] => 81.25 [SumXY] => 4.9627861116179 [SumYY] => 0.35326810177379 [Slope] => 0.061080444450681 [YInt] => 0.97674201604524 [PredictedY] => Array ( [0] => 0.97674201604524 [1] => 0.99201212715791 [2] => 1.0072822382706 [3] => 1.0225523493833 [4] => 1.0378224604959 [5] => 1.0530925716086 [6] => 1.0683626827213 [7] => 1.0836327938339 [8] => 1.0989029049466 [9] => 1.1141730160593 [10] => 1.1294431271719 [11] => 1.1447132382846 [12] => 1.1599833493973 [13] => 1.17525346051 [14] => 1.1905235716226 [15] => 1.2057936827353 [16] => 1.221063793848 [17] => 1.2363339049606 [18] => 1.2516040160733 [19] => 1.266874127186 [20] => 1.2821442382986 [21] => 1.2974143494113 [22] => 1.312684460524 [23] => 1.3279545716367 [24] => 1.3432246827493 ) [Error] => Array ( [0] => -0.0068138266171268 [1] => -0.028696615771802 [2] => -0.01002694845048 [3] => 0.053869617977339 [4] => -0.034706743396118 [5] => -0.083164382180479 [6] => -0.053044849652148 [7] => 0.030477562697956 [8] => -0.014898914338576 [9] => -0.015979390195987 [10] => 0.04058377097917 [11] => 0.098548104435968 [12] => 0.023571184221575 [13] => 0.009750095981848 [14] => 0.014057603954944 [15] => 0.080213439344176 [16] => 0.012084673845135 [17] => 0.00050554451327534 [18] => 0.015802402679595 [19] => 0.044794985214631 [20] => -0.023483014973046 [21] => -0.072208483445418 [22] => -0.068209415834979 [23] => 0.027975615442207 [24] => -0.041002016431666 ) [SquaredError] => Array ( [0] => 4.6428233168266E-5 [1] => 0.00082349575675443 [2] => 0.00010053969522859 [3] => 0.0029019357410245 [4] => 0.001204558037164 [5] => 0.0069163144634607 [6] => 0.002813756074619 [7] => 0.00092888182800786 [8] => 0.00022197764846823 [9] => 0.00025534091103562 [10] => 0.0016470424668897 [11] => 0.0097117288879224 [12] => 0.00055560072560741 [13] => 9.5064371655248E-5 [14] => 0.00019761622895405 [15] => 0.0064341958514219 [16] => 0.0001460393419433 [17] => 2.555752549028E-7 [18] => 0.00024971593044807 [19] => 0.002006590700379 [20] => 0.00055145199222428 [21] => 0.0052140650814872 [22] => 0.0046525244085491 [23] => 0.00078263505937025 [24] => 0.0016811653514626 ) [TotalError] => 0.35326810177379 [SumError] => -5.2180482157382E-15 [SumSquaredError] => 0.050138920362501 [ErrorVariance] => 0.0021799530592392 [StdErr] => 0.04668996743669 [SlopeStdErr] => 0.0051797868197763 [SlopeVal] => [YIntStdErr] => 0.018129253869217 [YIntTVal] => 53.876570050339 [R] => 0.92632132256666 [RSquared] => 0.85807119264165 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 11.792076889628 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.046495164334708 [1] => 0.041392685158225 [2] => 0.11925588927794 [3] => 0.26316246496222 [4] => 0.15075643986031 [5] => 0.065579714728448 [6] => 0.17201880942456 [7] => 0.33000770087276 [8] => 0.26434550705009 [9] => 0.25454807710897 [10] => 0.33505651943909 [11] => 0.47741068790725 [12] => 0.38345629652475 [13] => 0.3451776165427 [14] => 0.40001963506516 [15] => 0.52621000384166 [16] => 0.45132580848952 [17] => 0.42651126136458 [18] => 0.47668674294564 [19] => 0.56086269472746 [20] => 0.48557947698468 [21] => 0.4201208480857 [22] => 0.44232295574557 [23] => 0.60906054993009 [24] => 0.52917360326172 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.34306148614535 [SumXX] => 81.25 [SumXY] => 6.6741186497049 [SumYY] => 0.67487394437416 [Slope] => 0.082142998765598 [YInt] => 0.096632489848558 [PredictedY] => Array ( [0] => 0.096632489848558 [1] => 0.11716823953996 [2] => 0.13770398923136 [3] => 0.15823973892276 [4] => 0.17877548861416 [5] => 0.19931123830556 [6] => 0.21984698799696 [7] => 0.24038273768835 [8] => 0.26091848737975 [9] => 0.28145423707115 [10] => 0.30198998676255 [11] => 0.32252573645395 [12] => 0.34306148614535 [13] => 0.36359723583675 [14] => 0.38413298552815 [15] => 0.40466873521955 [16] => 0.42520448491095 [17] => 0.44574023460235 [18] => 0.46627598429375 [19] => 0.48681173398515 [20] => 0.50734748367655 [21] => 0.52788323336795 [22] => 0.54841898305935 [23] => 0.56895473275075 [24] => 0.58949048244215 ) [Error] => Array ( [0] => -0.050137325513849 [1] => -0.075775554381732 [2] => -0.01844809995342 [3] => 0.10492272603946 [4] => -0.028019048753847 [5] => -0.13373152357711 [6] => -0.047828178572399 [7] => 0.089624963184404 [8] => 0.003427019670338 [9] => -0.02690615996218 [10] => 0.033066532676538 [11] => 0.1548849514533 [12] => 0.0403948103794 [13] => -0.018419619294048 [14] => 0.015886649537007 [15] => 0.12154126862211 [16] => 0.026121323578568 [17] => -0.019228973237776 [18] => 0.010410758651894 [19] => 0.074050960742315 [20] => -0.021768006691871 [21] => -0.10776238528225 [22] => -0.10609602731377 [23] => 0.040105817179339 [24] => -0.060316879180425 ) [SquaredError] => Array ( [0] => 0.0025137514096817 [1] => 0.0057419346418589 [2] => 0.00034033239189138 [3] => 0.011008778439552 [4] => 0.00078506709307046 [5] => 0.017884120398254 [6] => 0.0022875346655533 [7] => 0.0080326340258058 [8] => 1.1744463820884E-5 [9] => 0.00072394144391043 [10] => 0.0010933955832485 [11] => 0.023989348186691 [12] => 0.0016317407055877 [13] => 0.00033928237493768 [14] => 0.00025238563351167 [15] => 0.014772279978273 [16] => 0.00068232354549628 [17] => 0.00036975341177909 [18] => 0.000108383895708 [19] => 0.0054835447868599 [20] => 0.00047384611533733 [21] => 0.011612731681719 [22] => 0.011256367011765 [23] => 0.0016084765716225 [24] => 0.003638125914066 ) [TotalError] => 0.67487394437416 [SumError] => -2.2204460492503E-16 [SumSquaredError] => 0.12664182437 [ErrorVariance] => 0.0055061662769566 [StdErr] => 0.074203546255934 [SlopeStdErr] => 0.0082321443337549 [SlopeVal] => [YIntStdErr] => 0.028812505168142 [YIntTVal] => 3.3538385254818 [R] => 0.90130318898386 [RSquared] => 0.81234743847247 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 9.9783234398334 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.96331551138611 [1] => 0.9972552898201 [2] => 1.0764219673606 [3] => 1.0031157170998 [4] => 0.96992818942812 [5] => 1.0153178330691 [6] => 1.1141103565319 [7] => 1.084003990608 [8] => 1.0981936258633 [9] => 1.1700268981511 [10] => 1.2432613427206 [11] => 1.1835545336189 [12] => 1.1850035564918 [13] => 1.2045811755776 [14] => 1.2860071220795 [15] => 1.2331484676931 [16] => 1.2368394494739 [17] => 1.2674064187529 [18] => 1.3116691124006 [19] => 1.2586612233256 [20] => 1.2252058659659 [21] => 1.244475044689 [22] => 1.3559301870789 [23] => 1.3022226663177 [24] => 1.3156135319534 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.1738107630983 [SumXX] => 81.25 [SumXY] => 4.8119973893865 [SumYY] => 0.33658795742386 [Slope] => 0.059224583253987 [YInt] => 0.99613701333634 [PredictedY] => Array ( [0] => 0.99613701333634 [1] => 1.0109431591498 [2] => 1.0257493049633 [3] => 1.0405554507768 [4] => 1.0553615965903 [5] => 1.0701677424038 [6] => 1.0849738882173 [7] => 1.0997800340308 [8] => 1.1145861798443 [9] => 1.1293923256578 [10] => 1.1441984714713 [11] => 1.1590046172848 [12] => 1.1738107630983 [13] => 1.1886169089118 [14] => 1.2034230547253 [15] => 1.2182292005388 [16] => 1.2330353463523 [17] => 1.2478414921658 [18] => 1.2626476379793 [19] => 1.2774537837928 [20] => 1.2922599296063 [21] => 1.3070660754198 [22] => 1.3218722212333 [23] => 1.3366783670468 [24] => 1.3514845128603 ) [Error] => Array ( [0] => -0.032821501950226 [1] => -0.013687869329731 [2] => 0.050672662397262 [3] => -0.037439733677022 [4] => -0.085433407162209 [5] => -0.054849909334705 [6] => 0.029136468314573 [7] => -0.015776043422786 [8] => -0.016392553981023 [9] => 0.040634572493308 [10] => 0.099062871249279 [11] => 0.024549916334059 [12] => 0.011192793393506 [13] => 0.015964266665776 [14] => 0.082584067354182 [15] => 0.014919267154314 [16] => 0.003804103121628 [17] => 0.019564926587121 [18] => 0.049021474421331 [19] => -0.018792560467172 [20] => -0.067054063640371 [21] => -0.062591030730758 [22] => 0.034057965845601 [23] => -0.034455700729098 [24] => -0.035870980906842 ) [SquaredError] => Array ( [0] => 0.0010772509902687 [1] => 0.0001873577667878 [2] => 0.0025677187144269 [3] => 0.0014017336578063 [4] => 0.0072988670593438 [5] => 0.0030085125540253 [6] => 0.00084893378584614 [7] => 0.00024888354607762 [8] => 0.00026871582602077 [9] => 0.0016511684817139 [10] => 0.0098134524601513 [11] => 0.00060269839200932 [12] => 0.00012527862394972 [13] => 0.00025485781017599 [14] => 0.0068201281807601 [15] => 0.0002225845324218 [16] => 1.447120055998E-5 [17] => 0.00038278635235945 [18] => 0.0024031049544412 [19] => 0.00035316032891232 [20] => 0.0044962474506869 [21] => 0.0039176371279387 [22] => 0.0011599450375401 [23] => 0.0011871953127331 [24] => 0.001286727271219 ) [TotalError] => 0.33658795742386 [SumError] => -8.8817841970013E-16 [SumSquaredError] => 0.051599417418176 [ErrorVariance] => 0.0022434529312251 [StdErr] => 0.047365102461887 [SlopeStdErr] => 0.0052546863259674 [SlopeVal] => [YIntStdErr] => 0.018391402140886 [YIntTVal] => 54.163190261706 [R] => 0.92016224840599 [RSquared] => 0.84669856339157 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 11.270812295934 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.041392685158225 [1] => 0.11925588927794 [2] => 0.26316246496222 [3] => 0.15075643986031 [4] => 0.065579714728448 [5] => 0.17201880942456 [6] => 0.33000770087276 [7] => 0.26434550705009 [8] => 0.25454807710897 [9] => 0.33505651943909 [10] => 0.47741068790725 [11] => 0.38345629652475 [12] => 0.3451776165427 [13] => 0.40001963506516 [14] => 0.52621000384166 [15] => 0.45132580848952 [16] => 0.42651126136458 [17] => 0.47668674294564 [18] => 0.56086269472746 [19] => 0.48557947698468 [20] => 0.4201208480857 [21] => 0.44232295574557 [22] => 0.60906054993009 [23] => 0.52917360326172 [24] => 0.48699688843182 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.36068155510924 [SumXX] => 81.25 [SumXY] => 6.1420843106797 [SumYY] => 0.59987809041594 [Slope] => 0.07559488382375 [YInt] => 0.13389690363799 [PredictedY] => Array ( [0] => 0.13389690363799 [1] => 0.15279562459393 [2] => 0.17169434554986 [3] => 0.1905930665058 [4] => 0.20949178746174 [5] => 0.22839050841768 [6] => 0.24728922937361 [7] => 0.26618795032955 [8] => 0.28508667128549 [9] => 0.30398539224142 [10] => 0.32288411319736 [11] => 0.3417828341533 [12] => 0.36068155510924 [13] => 0.37958027606517 [14] => 0.39847899702111 [15] => 0.41737771797705 [16] => 0.43627643893299 [17] => 0.45517515988892 [18] => 0.47407388084486 [19] => 0.4929726018008 [20] => 0.51187132275674 [21] => 0.53077004371267 [22] => 0.54966876466861 [23] => 0.56856748562455 [24] => 0.58746620658049 ) [Error] => Array ( [0] => -0.092504218479763 [1] => -0.033539735315988 [2] => 0.091468119412354 [3] => -0.039836626645491 [4] => -0.14391207273329 [5] => -0.056371698993119 [6] => 0.082718471499147 [7] => -0.0018424432794575 [8] => -0.030538594176514 [9] => 0.031071127197666 [10] => 0.15452657470989 [11] => 0.041673462371453 [12] => -0.015503938566533 [13] => 0.020439358999984 [14] => 0.12773100682055 [15] => 0.03394809051247 [16] => -0.0097651775684121 [17] => 0.02151158305672 [18] => 0.086788813882603 [19] => -0.007393124816121 [20] => -0.091750474671034 [21] => -0.0884470879671 [22] => 0.059391785261475 [23] => -0.039393882362827 [24] => -0.10046931814866 ) [SquaredError] => Array ( [0] => 0.0085570304365517 [1] => 0.0011249138450666 [2] => 0.0083664168688326 [3] => 0.0015869568224922 [4] => 0.020710684678392 [5] => 0.0031777684473708 [6] => 0.0068423455271551 [7] => 3.3945972380183E-6 [8] => 0.00093260573427779 [9] => 0.00096541494533357 [10] => 0.023878462291571 [11] => 0.0017366774660249 [12] => 0.00024037211107484 [13] => 0.00041776739633021 [14] => 0.016315210103392 [15] => 0.0011524728494428 [16] => 9.5358692942618E-5 [17] => 0.00046274820560616 [18] => 0.007532298215149 [19] => 5.4658294546745E-5 [20] => 0.0084181496023601 [21] => 0.0078228873698599 [22] => 0.0035273841565452 [23] => 0.0015518779676162 [24] => 0.010094083889258 ) [TotalError] => 0.59987809041594 [SumError] => -6.6613381477509E-16 [SumSquaredError] => 0.13556794051443 [ErrorVariance] => 0.005894258283236 [StdErr] => 0.076774072988451 [SlopeStdErr] => 0.0085173186703408 [SlopeVal] => [YIntStdErr] => 0.029810615346193 [YIntTVal] => 4.4915846950166 [R] => 0.87977696874046 [RSquared] => 0.77400751472615 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 8.8754321341748 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.9972552898201 [1] => 1.0764219673606 [2] => 1.0031157170998 [3] => 0.96992818942812 [4] => 1.0153178330691 [5] => 1.1141103565319 [6] => 1.084003990608 [7] => 1.0981936258633 [8] => 1.1700268981511 [9] => 1.2432613427206 [10] => 1.1835545336189 [11] => 1.1850035564918 [12] => 1.2045811755776 [13] => 1.2860071220795 [14] => 1.2331484676931 [15] => 1.2368394494739 [16] => 1.2674064187529 [17] => 1.3116691124006 [18] => 1.2586612233256 [19] => 1.2252058659659 [20] => 1.244475044689 [21] => 1.3559301870789 [22] => 1.3022226663177 [23] => 1.3156135319534 [24] => 1.3269295370435 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.1883553241246 [SumXX] => 81.25 [SumXY] => 4.5872441431575 [SumYY] => 0.31043645897878 [Slope] => 0.056458389454246 [YInt] => 1.0189801557619 [PredictedY] => Array ( [0] => 1.0189801557619 [1] => 1.0330947531254 [2] => 1.047209350489 [3] => 1.0613239478525 [4] => 1.0754385452161 [5] => 1.0895531425797 [6] => 1.1036677399432 [7] => 1.1177823373068 [8] => 1.1318969346703 [9] => 1.1460115320339 [10] => 1.1601261293975 [11] => 1.174240726761 [12] => 1.1883553241246 [13] => 1.2024699214882 [14] => 1.2165845188517 [15] => 1.2306991162153 [16] => 1.2448137135788 [17] => 1.2589283109424 [18] => 1.273042908306 [19] => 1.2871575056695 [20] => 1.3012721030331 [21] => 1.3153867003966 [22] => 1.3295012977602 [23] => 1.3436158951238 [24] => 1.3577304924873 ) [Error] => Array ( [0] => -0.021724865941754 [1] => 0.043327214235174 [2] => -0.044093633389174 [3] => -0.091395758424425 [4] => -0.060120712146986 [5] => 0.024557213952227 [6] => -0.019663749335197 [7] => -0.019588711443499 [8] => 0.038129963480768 [9] => 0.097249810686675 [10] => 0.02342840422139 [11] => 0.010762829730772 [12] => 0.016225851452977 [13] => 0.083537200591319 [14] => 0.016563948841386 [15] => 0.0061403332586354 [16] => 0.022592705174064 [17] => 0.052740801458209 [18] => -0.014381684980359 [19] => -0.061951639703622 [20] => -0.056797058344074 [21] => 0.040543486682221 [22] => -0.027278631442543 [23] => -0.028002363170352 [24] => -0.030800955443826 ) [SquaredError] => Array ( [0] => 0.00047196980018719 [1] => 0.0018772474933807 [2] => 0.0019442485054589 [3] => 0.0083531846579759 [4] => 0.0036145000290608 [5] => 0.00060305675709546 [6] => 0.00038666303791744 [7] => 0.00038371761601667 [8] => 0.0014538941150447 [9] => 0.009457525678594 [10] => 0.00054889012436085 [11] => 0.0001158385038136 [12] => 0.00026327825537407 [13] => 0.0069784638826342 [14] => 0.00027436440122007 [15] => 3.7703692527104E-5 [16] => 0.00051043032708219 [17] => 0.0027815921384543 [18] => 0.00020683286287427 [19] => 0.0038380056619674 [20] => 0.0032259058365401 [21] => 0.0016437743123514 [22] => 0.0007441237333781 [23] => 0.00078413234312428 [24] => 0.00094869885625258 ) [TotalError] => 0.31043645897878 [SumError] => 6.9944050551385E-15 [SumSquaredError] => 0.051448042622686 [ErrorVariance] => 0.0022368714183777 [StdErr] => 0.047295575040142 [SlopeStdErr] => 0.0052469729510703 [SlopeVal] => [YIntStdErr] => 0.018364405328746 [YIntTVal] => 55.486694914473 [R] => 0.91338486198481 [RSquared] => 0.834271906103 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 10.760183058068 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.11925588927794 [1] => 0.26316246496222 [2] => 0.15075643986031 [3] => 0.065579714728448 [4] => 0.17201880942456 [5] => 0.33000770087276 [6] => 0.26434550705009 [7] => 0.25454807710897 [8] => 0.33505651943909 [9] => 0.47741068790725 [10] => 0.38345629652475 [11] => 0.3451776165427 [12] => 0.40001963506516 [13] => 0.52621000384166 [14] => 0.45132580848952 [15] => 0.42651126136458 [16] => 0.47668674294564 [17] => 0.56086269472746 [18] => 0.48557947698468 [19] => 0.4201208480857 [20] => 0.44232295574557 [21] => 0.60906054993009 [22] => 0.52917360326172 [23] => 0.48699688843182 [24] => 0.52465571235778 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.38001207619722 [SumXX] => 81.25 [SumXY] => 5.5963179550845 [SumYY] => 0.51547850604839 [Slope] => 0.068877759447194 [YInt] => 0.17337879785564 [PredictedY] => Array ( [0] => 0.17337879785564 [1] => 0.19059823771744 [2] => 0.20781767757923 [3] => 0.22503711744103 [4] => 0.24225655730283 [5] => 0.25947599716463 [6] => 0.27669543702643 [7] => 0.29391487688823 [8] => 0.31113431675003 [9] => 0.32835375661182 [10] => 0.34557319647362 [11] => 0.36279263633542 [12] => 0.38001207619722 [13] => 0.39723151605902 [14] => 0.41445095592082 [15] => 0.43167039578261 [16] => 0.44888983564441 [17] => 0.46610927550621 [18] => 0.48332871536801 [19] => 0.50054815522981 [20] => 0.51776759509161 [21] => 0.53498703495341 [22] => 0.5522064748152 [23] => 0.569425914677 [24] => 0.5866453545388 ) [Error] => Array ( [0] => -0.054122908577701 [1] => 0.072564227244781 [2] => -0.057061237718925 [3] => -0.15945740271258 [4] => -0.070237747878275 [5] => 0.070531703708129 [6] => -0.012349929976336 [7] => -0.039366799779253 [8] => 0.023922202689066 [9] => 0.14905693129543 [10] => 0.037883100051131 [11] => -0.017615019792717 [12] => 0.020007558867939 [13] => 0.12897848778265 [14] => 0.036874852568703 [15] => -0.0051591344180396 [16] => 0.027796907301231 [17] => 0.094753419221253 [18] => 0.0022507616166684 [19] => -0.080427307144106 [20] => -0.075444639346033 [21] => 0.074073514976681 [22] => -0.023032871553481 [23] => -0.08242902624518 [24] => -0.061989642181024 ) [SquaredError] => Array ( [0] => 0.0029292892329102 [1] => 0.0052655670756322 [2] => 0.0032559848500157 [3] => 0.025426663279843 [4] => 0.0049333412270121 [5] => 0.0049747212279713 [6] => 0.0001525207704204 [7] => 0.0015497449248598 [8] => 0.00057227178149676 [9] => 0.02221796876721 [10] => 0.001435129269484 [11] => 0.00031028892229781 [12] => 0.00040030241185405 [13] => 0.016635450310698 [14] => 0.0013597547519636 [15] => 2.6616667943401E-5 [16] => 0.00077266805551326 [17] => 0.0089782104541185 [18] => 5.0659278550676E-6 [19] => 0.0064685517344523 [20] => 0.0056918936060529 [21] => 0.0054868856210006 [22] => 0.00053051317199917 [23] => 0.0067945443677286 [24] => 0.0038427157377314 ) [TotalError] => 0.51547850604839 [SumError] => 1.942890293094E-15 [SumSquaredError] => 0.13001666414806 [ErrorVariance] => 0.0056528984412202 [StdErr] => 0.07518575956403 [SlopeStdErr] => 0.0083411111167021 [SlopeVal] => [YIntStdErr] => 0.029193888908457 [YIntTVal] => 5.9388729743851 [R] => 0.86473973539034 [RSquared] => 0.74777480996296 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 8.2576240123782 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.0764219673606 [1] => 1.0031157170998 [2] => 0.96992818942812 [3] => 1.0153178330691 [4] => 1.1141103565319 [5] => 1.084003990608 [6] => 1.0981936258633 [7] => 1.1700268981511 [8] => 1.2432613427206 [9] => 1.1835545336189 [10] => 1.1850035564918 [11] => 1.2045811755776 [12] => 1.2860071220795 [13] => 1.2331484676931 [14] => 1.2368394494739 [15] => 1.2674064187529 [16] => 1.3116691124006 [17] => 1.2586612233256 [18] => 1.2252058659659 [19] => 1.244475044689 [20] => 1.3559301870789 [21] => 1.3022226663177 [22] => 1.3156135319534 [23] => 1.3269295370435 [24] => 1.3984608496082 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.2044035465161 [SumXX] => 81.25 [SumXY] => 4.5964856081187 [SumYY] => 0.31162293165816 [Slope] => 0.056572130561462 [YInt] => 1.0346871548317 [PredictedY] => Array ( [0] => 1.0346871548317 [1] => 1.0488301874721 [2] => 1.0629732201125 [3] => 1.0771162527528 [4] => 1.0912592853932 [5] => 1.1054023180336 [6] => 1.1195453506739 [7] => 1.1336883833143 [8] => 1.1478314159547 [9] => 1.161974448595 [10] => 1.1761174812354 [11] => 1.1902605138758 [12] => 1.2044035465161 [13] => 1.2185465791565 [14] => 1.2326896117968 [15] => 1.2468326444372 [16] => 1.2609756770776 [17] => 1.2751187097179 [18] => 1.2892617423583 [19] => 1.3034047749987 [20] => 1.317547807639 [21] => 1.3316908402794 [22] => 1.3458338729198 [23] => 1.3599769055601 [24] => 1.3741199382005 ) [Error] => Array ( [0] => 0.041734812528858 [1] => -0.045714470372294 [2] => -0.09304503068435 [3] => -0.061798419683714 [4] => 0.022851071138695 [5] => -0.021398327425532 [6] => -0.021351724810639 [7] => 0.036338514836824 [8] => 0.095429926765927 [9] => 0.021580085023838 [10] => 0.0088860752564166 [11] => 0.014320661701817 [12] => 0.081603575563355 [13] => 0.014601888536619 [14] => 0.0041498376770639 [15] => 0.020573774315689 [16] => 0.05069343532303 [17] => -0.016457486392342 [18] => -0.06405587639241 [19] => -0.058929730309665 [20] => 0.038382379439825 [21] => -0.029468173961742 [22] => -0.030220340966355 [23] => -0.033047368516634 [24] => 0.024340911407719 ) [SquaredError] => Array ( [0] => 0.001741794576819 [1] => 0.0020898128014193 [2] => 0.0086573777350516 [3] => 0.0038190446754045 [4] => 0.00052217145218571 [5] => 0.00045788841661029 [6] => 0.00045589615238925 [7] => 0.0013204876605461 [8] => 0.0091068709225502 [9] => 0.00046570006963609 [10] => 7.8962333462699E-5 [11] => 0.0002050813515779 [12] => 0.0066591435447242 [13] => 0.00021321514883584 [14] => 1.7221152745979E-5 [15] => 0.00042328018959289 [16] => 0.0025698243848502 [17] => 0.00027084885835413 [18] => 0.0041031553003996 [19] => 0.0034727131143699 [20] => 0.0014732070514627 [21] => 0.00086837327663951 [22] => 0.00091326900812276 [23] => 0.0010921285658742 [24] => 0.00059247996815844 ) [TotalError] => 0.31162293165816 [SumError] => 1.4432899320127E-15 [SumSquaredError] => 0.051589947711783 [ErrorVariance] => 0.0022430412048601 [StdErr] => 0.047360755957439 [SlopeStdErr] => 0.0052542041245934 [SlopeVal] => [YIntStdErr] => 0.018389714436077 [YIntTVal] => 56.264449262023 [R] => 0.91348099304263 [RSquared] => 0.83444752465016 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 10.767021840028 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.26316246496222 [1] => 0.15075643986031 [2] => 0.065579714728448 [3] => 0.17201880942456 [4] => 0.33000770087276 [5] => 0.26434550705009 [6] => 0.25454807710897 [7] => 0.33505651943909 [8] => 0.47741068790725 [9] => 0.38345629652475 [10] => 0.3451776165427 [11] => 0.40001963506516 [12] => 0.52621000384166 [13] => 0.45132580848952 [14] => 0.42651126136458 [15] => 0.47668674294564 [16] => 0.56086269472746 [17] => 0.48557947698468 [18] => 0.4201208480857 [19] => 0.44232295574557 [20] => 0.60906054993009 [21] => 0.52917360326172 [22] => 0.48699688843182 [23] => 0.52465571235778 [24] => 0.64777405026883 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.40115280263686 [SumXX] => 81.25 [SumXY] => 5.5521462698117 [SumYY] => 0.50800793393054 [Slope] => 0.068334107936144 [YInt] => 0.19615047882842 [PredictedY] => Array ( [0] => 0.19615047882842 [1] => 0.21323400581246 [2] => 0.2303175327965 [3] => 0.24740105978053 [4] => 0.26448458676457 [5] => 0.2815681137486 [6] => 0.29865164073264 [7] => 0.31573516771668 [8] => 0.33281869470071 [9] => 0.34990222168475 [10] => 0.36698574866878 [11] => 0.38406927565282 [12] => 0.40115280263686 [13] => 0.41823632962089 [14] => 0.43531985660493 [15] => 0.45240338358896 [16] => 0.469486910573 [17] => 0.48657043755703 [18] => 0.50365396454107 [19] => 0.52073749152511 [20] => 0.53782101850914 [21] => 0.55490454549318 [22] => 0.57198807247721 [23] => 0.58907159946125 [24] => 0.60615512644529 ) [Error] => Array ( [0] => 0.067011986133793 [1] => -0.062477565952151 [2] => -0.16473781806805 [3] => -0.075382250355975 [4] => 0.065523114108191 [5] => -0.017222606698511 [6] => -0.044103563623666 [7] => 0.019321351722416 [8] => 0.14459199320654 [9] => 0.033554074840006 [10] => -0.021808132126079 [11] => 0.015950359412339 [12] => 0.12505720120481 [13] => 0.033089478868629 [14] => -0.0088085952403517 [15] => 0.024283359356682 [16] => 0.091375784154466 [17] => -0.00099096057235598 [18] => -0.083533116455368 [19] => -0.078414535779532 [20] => 0.071239531420945 [21] => -0.025730942231455 [22] => -0.084991184045392 [23] => -0.064415887103473 [24] => 0.041618923823544 ) [SquaredError] => Array ( [0] => 0.0044906062855956 [1] => 0.0039034462473054 [2] => 0.027138548701821 [3] => 0.0056824836687309 [4] => 0.0042932784824351 [5] => 0.0002966181814916 [6] => 0.0019451243243067 [7] => 0.0003733146323813 [8] => 0.02090684449944 [9] => 0.0011258759383687 [10] => 0.00047559462682853 [11] => 0.0002544139653828 [12] => 0.01563930357318 [13] => 0.0010949136117974 [14] => 7.7591350108347E-5 [15] => 0.00058968154164575 [16] => 0.0083495339298436 [17] => 9.8200285596409E-7 [18] => 0.006977781544746 [19] => 0.0061488394215195 [20] => 0.0050750708370758 [21] => 0.00066208138811849 [22] => 0.0072235013654376 [23] => 0.0041494065113274 [24] => 0.0017321348202299 ) [TotalError] => 0.50800793393054 [SumError] => 1.8041124150159E-15 [SumSquaredError] => 0.12860697145197 [ErrorVariance] => 0.0055916074544336 [StdErr] => 0.074777051656465 [SlopeStdErr] => 0.0082957690453971 [SlopeVal] => [YIntStdErr] => 0.02903519165889 [YIntTVal] => 6.7556116430307 [R] => 0.86419941229241 [RSquared] => 0.74684062420655 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 8.237224006864 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.0031157170998 [1] => 0.96992818942812 [2] => 1.0153178330691 [3] => 1.1141103565319 [4] => 1.084003990608 [5] => 1.0981936258633 [6] => 1.1700268981511 [7] => 1.2432613427206 [8] => 1.1835545336189 [9] => 1.1850035564918 [10] => 1.2045811755776 [11] => 1.2860071220795 [12] => 1.2331484676931 [13] => 1.2368394494739 [14] => 1.2674064187529 [15] => 1.3116691124006 [16] => 1.2586612233256 [17] => 1.2252058659659 [18] => 1.244475044689 [19] => 1.3559301870789 [20] => 1.3022226663177 [21] => 1.3156135319534 [22] => 1.3269295370435 [23] => 1.3984608496082 [24] => 1.3520859975016 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.2154301077218 [SumXX] => 81.25 [SumXY] => 4.6235928288197 [SumYY] => 0.31401412708355 [Slope] => 0.056905757893165 [YInt] => 1.0447128340423 [PredictedY] => Array ( [0] => 1.0447128340423 [1] => 1.0589392735156 [2] => 1.0731657129888 [3] => 1.0873921524621 [4] => 1.1016185919354 [5] => 1.1158450314087 [6] => 1.130071470882 [7] => 1.1442979103553 [8] => 1.1585243498286 [9] => 1.1727507893019 [10] => 1.1869772287752 [11] => 1.2012036682485 [12] => 1.2154301077218 [13] => 1.2296565471951 [14] => 1.2438829866683 [15] => 1.2581094261416 [16] => 1.2723358656149 [17] => 1.2865623050882 [18] => 1.3007887445615 [19] => 1.3150151840348 [20] => 1.3292416235081 [21] => 1.3434680629814 [22] => 1.3576945024547 [23] => 1.371920941928 [24] => 1.3861473814013 ) [Error] => Array ( [0] => -0.041597116942457 [1] => -0.089011084087438 [2] => -0.057847879919729 [3] => 0.026718204069755 [4] => -0.017614601327399 [5] => -0.017651405545431 [6] => 0.039955427269106 [7] => 0.098963432365282 [8] => 0.025030183790268 [9] => 0.01225276718992 [10] => 0.017603946802395 [11] => 0.084803453831007 [12] => 0.017718359971344 [13] => 0.0071829022788634 [14] => 0.023523432084563 [15] => 0.053559686258978 [16] => -0.01367464228932 [17] => -0.061356439122314 [18] => -0.056313699872495 [19] => 0.040915003044069 [20] => -0.027018957190424 [21] => -0.027854531027963 [22] => -0.030764965411168 [23] => 0.026539907680259 [24] => -0.03406138389967 ) [SquaredError] => Array ( [0] => 0.0017303201379244 [1] => 0.007922973090421 [2] => 0.0033463772112074 [3] => 0.00071386242871305 [4] => 0.00031027417992321 [5] => 0.00031157211772928 [6] => 0.0015964361682568 [7] => 0.0097937609455178 [8] => 0.0006265101005746 [9] => 0.00015013030381038 [10] => 0.00030989894302155 [11] => 0.0071916257816677 [12] => 0.00031394028007414 [13] => 5.1594085147701E-5 [14] => 0.00055335185703703 [15] => 0.0028686399921601 [16] => 0.00018699584174087 [17] => 0.0037646126217702 [18] => 0.0031712327933295 [19] => 0.0016740374740962 [20] => 0.00073002404765798 [21] => 0.00077587489878775 [22] => 0.00094648309675034 [23] => 0.00070436669967668 [24] => 0.0011601778731607 ) [TotalError] => 0.31401412708355 [SumError] => 5.5511151231258E-16 [SumSquaredError] => 0.050905072970156 [ErrorVariance] => 0.0022132640421807 [StdErr] => 0.047045340281272 [SlopeStdErr] => 0.0052192118971009 [SlopeVal] => [YIntStdErr] => 0.018267241639853 [YIntTVal] => 57.190508268257 [R] => 0.91536289344454 [RSquared] => 0.83788922669516 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 10.903132314818 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.15075643986031 [1] => 0.065579714728448 [2] => 0.17201880942456 [3] => 0.33000770087276 [4] => 0.26434550705009 [5] => 0.25454807710897 [6] => 0.33505651943909 [7] => 0.47741068790725 [8] => 0.38345629652475 [9] => 0.3451776165427 [10] => 0.40001963506516 [11] => 0.52621000384166 [12] => 0.45132580848952 [13] => 0.42651126136458 [14] => 0.47668674294564 [15] => 0.56086269472746 [16] => 0.48557947698468 [17] => 0.4201208480857 [18] => 0.44232295574557 [19] => 0.60906054993009 [20] => 0.52917360326172 [21] => 0.48699688843182 [22] => 0.52465571235778 [23] => 0.64777405026883 [24] => 0.57645653240562 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.41368456533459 [SumXX] => 81.25 [SumXY] => 5.6295888616754 [SumYY] => 0.51577187140201 [Slope] => 0.069287247528312 [YInt] => 0.20582282274965 [PredictedY] => Array ( [0] => 0.20582282274965 [1] => 0.22314463463173 [2] => 0.24046644651381 [3] => 0.25778825839589 [4] => 0.27511007027797 [5] => 0.29243188216004 [6] => 0.30975369404212 [7] => 0.3270755059242 [8] => 0.34439731780628 [9] => 0.36171912968836 [10] => 0.37904094157043 [11] => 0.39636275345251 [12] => 0.41368456533459 [13] => 0.43100637721667 [14] => 0.44832818909875 [15] => 0.46565000098083 [16] => 0.4829718128629 [17] => 0.50029362474498 [18] => 0.51761543662706 [19] => 0.53493724850914 [20] => 0.55225906039122 [21] => 0.56958087227329 [22] => 0.58690268415537 [23] => 0.60422449603745 [24] => 0.62154630791953 ) [Error] => Array ( [0] => -0.055066382889345 [1] => -0.15756491990328 [2] => -0.068447637089254 [3] => 0.072219442476871 [4] => -0.010764563227874 [5] => -0.037883805051071 [6] => 0.025302825396969 [7] => 0.15033518198305 [8] => 0.039058978718474 [9] => -0.016541513145653 [10] => 0.020978693494723 [11] => 0.12984725038915 [12] => 0.037641243154928 [13] => -0.0044951158520942 [14] => 0.028358553846897 [15] => 0.095212693746639 [16] => 0.0026076641217749 [17] => -0.080172776659279 [18] => -0.075292480881485 [19] => 0.074123301420949 [20] => -0.023085457129493 [21] => -0.082583983841472 [22] => -0.062246971797595 [23] => 0.043549554231379 [24] => -0.045089775513908 ) [SquaredError] => Array ( [0] => 0.0030323065245159 [1] => 0.024826703984128 [2] => 0.0046850790231022 [3] => 0.0052156478716701 [4] => 0.00011587582148689 [5] => 0.0014351826851475 [6] => 0.00064023297306949 [7] => 0.022600666941877 [8] => 0.0015256038185302 [9] => 0.00027362165714781 [10] => 0.00044010558074555 [11] => 0.016860308433623 [12] => 0.0014168631862484 [13] => 2.0206066523748E-5 [14] => 0.00080420757628738 [15] => 0.0090654570504913 [16] => 6.7999121719922E-6 [17] => 0.0064276741172586 [18] => 0.0056689576772888 [19] => 0.0054942638135408 [20] => 0.00053293833087767 [21] => 0.0068201143871285 [22] => 0.0038746854979706 [23] => 0.0018965636737518 [24] => 0.0020330878558947 ) [TotalError] => 0.51577187140201 [SumError] => 1.720845688169E-15 [SumSquaredError] => 0.12571315446048 [ErrorVariance] => 0.0054657893243686 [StdErr] => 0.073930976757842 [SlopeStdErr] => 0.0082019054629396 [SlopeVal] => [YIntStdErr] => 0.028706669120289 [YIntTVal] => 7.1698608392078 [R] => 0.86963331169459 [RSquared] => 0.7562620968089 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 8.4477013105537 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.96992818942812 [1] => 1.0153178330691 [2] => 1.1141103565319 [3] => 1.084003990608 [4] => 1.0981936258633 [5] => 1.1700268981511 [6] => 1.2432613427206 [7] => 1.1835545336189 [8] => 1.1850035564918 [9] => 1.2045811755776 [10] => 1.2860071220795 [11] => 1.2331484676931 [12] => 1.2368394494739 [13] => 1.2674064187529 [14] => 1.3116691124006 [15] => 1.2586612233256 [16] => 1.2252058659659 [17] => 1.244475044689 [18] => 1.3559301870789 [19] => 1.3022226663177 [20] => 1.3156135319534 [21] => 1.3269295370435 [22] => 1.3984608496082 [23] => 1.3520859975016 [24] => 1.3294182205466 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.2284822078596 [SumXX] => 81.25 [SumXY] => 4.2755353977728 [SumYY] => 0.27767108353351 [Slope] => 0.052621974126435 [YInt] => 1.0706162854803 [PredictedY] => Array ( [0] => 1.0706162854803 [1] => 1.0837717790119 [2] => 1.0969272725435 [3] => 1.1100827660752 [4] => 1.1232382596068 [5] => 1.1363937531384 [6] => 1.14954924667 [7] => 1.1627047402016 [8] => 1.1758602337332 [9] => 1.1890157272648 [10] => 1.2021712207964 [11] => 1.215326714328 [12] => 1.2284822078596 [13] => 1.2416377013912 [14] => 1.2547931949228 [15] => 1.2679486884545 [16] => 1.2811041819861 [17] => 1.2942596755177 [18] => 1.3074151690493 [19] => 1.3205706625809 [20] => 1.3337261561125 [21] => 1.3468816496441 [22] => 1.3600371431757 [23] => 1.3731926367073 [24] => 1.3863481302389 ) [Error] => Array ( [0] => -0.10068809605221 [1] => -0.068453945942818 [2] => 0.017183083988348 [3] => -0.026078775467123 [4] => -0.025044633743473 [5] => 0.033633145012747 [6] => 0.093712096050606 [7] => 0.020849793417275 [8] => 0.0091433227586095 [9] => 0.015565448312767 [10] => 0.083835901283061 [11] => 0.017821753365082 [12] => 0.0083572416142834 [13] => 0.025768717361665 [14] => 0.056875917477763 [15] => -0.0092874651288526 [16] => -0.055898316020163 [17] => -0.049784630828662 [18] => 0.048515018029585 [19] => -0.018347996263226 [20] => -0.018112624159082 [21] => -0.019952112600604 [22] => 0.038423706432505 [23] => -0.021106639205741 [24] => -0.056929909692347 ) [SquaredError] => Array ( [0] => 0.010138092686619 [1] => 0.0046859427151423 [2] => 0.00029525837535062 [3] => 0.00068010252986462 [4] => 0.00062723367934469 [5] => 0.0011311884434485 [6] => 0.008781956946198 [7] => 0.00043471388554303 [8] => 8.3600351068107E-5 [9] => 0.00024228318117742 [10] => 0.0070284583439432 [11] => 0.0003176148930058 [12] => 6.984348739951E-5 [13] => 0.00066402679446537 [14] => 0.0032348699889373 [15] => 8.6257008519653E-5 [16] => 0.0031246217338901 [17] => 0.0024785094667462 [18] => 0.002353706974411 [19] => 0.00033664896687536 [20] => 0.00032806715392816 [21] => 0.00039808679722719 [22] => 0.0014763812160114 [23] => 0.00044549021856132 [24] => 0.0032410146175788 ) [TotalError] => 0.27767108353351 [SumError] => -5.4400928206633E-15 [SumSquaredError] => 0.052683970455257 [ErrorVariance] => 0.0022906074110981 [StdErr] => 0.047860290545484 [SlopeStdErr] => 0.0053096225113953 [SlopeVal] => [YIntStdErr] => 0.018583678789883 [YIntTVal] => 57.610567723714 [R] => 0.90014711531989 [RSquared] => 0.81026482921871 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 9.9106808466139 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.065579714728448 [1] => 0.17201880942456 [2] => 0.33000770087276 [3] => 0.26434550705009 [4] => 0.25454807710897 [5] => 0.33505651943909 [6] => 0.47741068790725 [7] => 0.38345629652475 [8] => 0.3451776165427 [9] => 0.40001963506516 [10] => 0.52621000384166 [11] => 0.45132580848952 [12] => 0.42651126136458 [13] => 0.47668674294564 [14] => 0.56086269472746 [15] => 0.48557947698468 [16] => 0.4201208480857 [17] => 0.44232295574557 [18] => 0.60906054993009 [19] => 0.52917360326172 [20] => 0.48699688843182 [21] => 0.52465571235778 [22] => 0.64777405026883 [23] => 0.57645653240562 [24] => 0.52179164963912 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.42852597372574 [SumXX] => 81.25 [SumXY] => 5.0993937067976 [SumYY] => 0.4528211288376 [Slope] => 0.062761768699047 [YInt] => 0.2402406676286 [PredictedY] => Array ( [0] => 0.2402406676286 [1] => 0.25593110980336 [2] => 0.27162155197813 [3] => 0.28731199415289 [4] => 0.30300243632765 [5] => 0.31869287850241 [6] => 0.33438332067717 [7] => 0.35007376285194 [8] => 0.3657642050267 [9] => 0.38145464720146 [10] => 0.39714508937622 [11] => 0.41283553155098 [12] => 0.42852597372574 [13] => 0.44421641590051 [14] => 0.45990685807527 [15] => 0.47559730025003 [16] => 0.49128774242479 [17] => 0.50697818459955 [18] => 0.52266862677431 [19] => 0.53835906894908 [20] => 0.55404951112384 [21] => 0.5697399532986 [22] => 0.58543039547336 [23] => 0.60112083764812 [24] => 0.61681127982288 ) [Error] => Array ( [0] => -0.17466095290015 [1] => -0.083912300378808 [2] => 0.058386148894633 [3] => -0.022966487102796 [4] => -0.048454359218676 [5] => 0.01636364093668 [6] => 0.14302736723008 [7] => 0.033382533672818 [8] => -0.020586588483993 [9] => 0.0185649878637 [10] => 0.12906491446544 [11] => 0.038490276938537 [12] => -0.0020147123611686 [13] => 0.032470327045139 [14] => 0.1009558366522 [15] => 0.0099821767346495 [16] => -0.071166894339088 [17] => -0.064655228853978 [18] => 0.086391923155773 [19] => -0.0091854656873531 [20] => -0.067052622692015 [21] => -0.045084240940823 [22] => 0.062343654795468 [23] => -0.024664305242503 [24] => -0.095019630183761 ) [SquaredError] => Array ( [0] => 0.03050644846799 [1] => 0.0070412741548633 [2] => 0.0034089423827462 [3] => 0.00052745952984287 [4] => 0.0023478249272925 [5] => 0.00026776874470458 [6] => 0.020456827776768 [7] => 0.0011143935544168 [8] => 0.00042380762540927 [9] => 0.00034465877437933 [10] => 0.016657752145972 [11] => 0.0014815014188053 [12] => 4.0590658982457E-6 [13] => 0.0010543221384183 [14] => 0.010192080954145 [15] => 9.9643852361778E-5 [16] => 0.0050647268498709 [17] => 0.0041802986181603 [18] => 0.0074635643865529 [19] => 8.4372779893542E-5 [20] => 0.0044960542098778 [21] => 0.0020325887812101 [22] => 0.0038867312932565 [23] => 0.00060832795309536 [24] => 0.0090287301202588 ) [TotalError] => 0.4528211288376 [SumError] => 5.5511151231258E-16 [SumSquaredError] => 0.13277416050619 [ErrorVariance] => 0.0057727895872256 [StdErr] => 0.075978875927626 [SlopeStdErr] => 0.0084290994772053 [SlopeVal] => [YIntStdErr] => 0.029501848170219 [YIntTVal] => 8.1432412722915 [R] => 0.84070478120612 [RSquared] => 0.70678452914283 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 7.4458450595787 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.0153178330691 [1] => 1.1141103565319 [2] => 1.084003990608 [3] => 1.0981936258633 [4] => 1.1700268981511 [5] => 1.2432613427206 [6] => 1.1835545336189 [7] => 1.1850035564918 [8] => 1.2045811755776 [9] => 1.2860071220795 [10] => 1.2331484676931 [11] => 1.2368394494739 [12] => 1.2674064187529 [13] => 1.3116691124006 [14] => 1.2586612233256 [15] => 1.2252058659659 [16] => 1.244475044689 [17] => 1.3559301870789 [18] => 1.3022226663177 [19] => 1.3156135319534 [20] => 1.3269295370435 [21] => 1.3984608496082 [22] => 1.3520859975016 [23] => 1.3294182205466 [24] => 1.3827372657613 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.244994570913 [SumXX] => 81.25 [SumXY] => 3.8980000115755 [SumYY] => 0.22779907263456 [Slope] => 0.047975384757852 [YInt] => 1.1010684166394 [PredictedY] => Array ( [0] => 1.1010684166394 [1] => 1.1130622628289 [2] => 1.1250561090183 [3] => 1.1370499552078 [4] => 1.1490438013973 [5] => 1.1610376475867 [6] => 1.1730314937762 [7] => 1.1850253399656 [8] => 1.1970191861551 [9] => 1.2090130323446 [10] => 1.221006878534 [11] => 1.2330007247235 [12] => 1.244994570913 [13] => 1.2569884171024 [14] => 1.2689822632919 [15] => 1.2809761094813 [16] => 1.2929699556708 [17] => 1.3049638018603 [18] => 1.3169576480497 [19] => 1.3289514942392 [20] => 1.3409453404287 [21] => 1.3529391866181 [22] => 1.3649330328076 [23] => 1.3769268789971 [24] => 1.3889207251865 ) [Error] => Array ( [0] => -0.085750583570285 [1] => 0.0010480937030266 [2] => -0.041052118410299 [3] => -0.038856329344503 [4] => 0.020983096753862 [5] => 0.082223695133867 [6] => 0.010523039842681 [7] => -2.1783473838299E-5 [8] => 0.0075619894224648 [9] => 0.076994089734905 [10] => 0.012141589159071 [11] => 0.0038387247504181 [12] => 0.022411847839945 [13] => 0.054680695298189 [14] => -0.010321039966281 [15] => -0.055770243515446 [16] => -0.0484949109818 [17] => 0.050966385218593 [18] => -0.014734981732072 [19] => -0.013337962285783 [20] => -0.014015803385159 [21] => 0.045521662990096 [22] => -0.012847035306004 [23] => -0.047508658450465 [24] => -0.0061834594251857 ) [SquaredError] => Array ( [0] => 0.0073531625826445 [1] => 1.098500410324E-6 [2] => 0.0016852764259732 [3] => 0.0015098143301285 [4] => 0.00044029034938195 [5] => 0.0067607360414672 [6] => 0.00011073436753066 [7] => 4.7451973246387E-10 [8] => 5.7183684025469E-5 [9] => 0.0059280898541066 [10] => 0.00014741818730767 [11] => 1.4735807709473E-5 [12] => 0.00050229092360086 [13] => 0.0029899784382934 [14] => 0.00010652386598557 [15] => 0.0031103200617722 [16] => 0.0023517563911327 [17] => 0.00259757242225 [18] => 0.00021711968664449 [19] => 0.00017790123793696 [20] => 0.00019644274453143 [21] => 0.0020722218013839 [22] => 0.00016504631615372 [23] => 0.002257072627763 [24] => 3.8235170462918E-5 ) [TotalError] => 0.22779907263456 [SumError] => -6.6613381477509E-16 [SumSquaredError] => 0.040791022293116 [ErrorVariance] => 0.0017735227083964 [StdErr] => 0.042113212990656 [SlopeStdErr] => 0.0046720415019183 [SlopeVal] => [YIntStdErr] => 0.016352145256714 [YIntTVal] => 67.334799156539 [R] => 0.90605419478956 [RSquared] => 0.82093420389576 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 10.268612712056 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.17201880942456 [1] => 0.33000770087276 [2] => 0.26434550705009 [3] => 0.25454807710897 [4] => 0.33505651943909 [5] => 0.47741068790725 [6] => 0.38345629652475 [7] => 0.3451776165427 [8] => 0.40001963506516 [9] => 0.52621000384166 [10] => 0.45132580848952 [11] => 0.42651126136458 [12] => 0.47668674294564 [13] => 0.56086269472746 [14] => 0.48557947698468 [15] => 0.4201208480857 [16] => 0.44232295574557 [17] => 0.60906054993009 [18] => 0.52917360326172 [19] => 0.48699688843182 [20] => 0.52465571235778 [21] => 0.64777405026883 [22] => 0.57645653240562 [23] => 0.52179164963912 [24] => 0.52257463269118 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.44680577044425 [SumXX] => 81.25 [SumXY] => 4.2019643419527 [SumYY] => 0.32158251796891 [Slope] => 0.051716484208648 [YInt] => 0.29165631781831 [PredictedY] => Array ( [0] => 0.29165631781831 [1] => 0.30458543887047 [2] => 0.31751455992263 [3] => 0.33044368097479 [4] => 0.34337280202696 [5] => 0.35630192307912 [6] => 0.36923104413128 [7] => 0.38216016518344 [8] => 0.3950892862356 [9] => 0.40801840728777 [10] => 0.42094752833993 [11] => 0.43387664939209 [12] => 0.44680577044425 [13] => 0.45973489149641 [14] => 0.47266401254858 [15] => 0.48559313360074 [16] => 0.4985222546529 [17] => 0.51145137570506 [18] => 0.52438049675723 [19] => 0.53730961780939 [20] => 0.55023873886155 [21] => 0.56316785991371 [22] => 0.57609698096587 [23] => 0.58902610201804 [24] => 0.6019552230702 ) [Error] => Array ( [0] => -0.11963750839375 [1] => 0.025422262002289 [2] => -0.05316905287254 [3] => -0.075895603865821 [4] => -0.0083162825878653 [5] => 0.12110876482813 [6] => 0.014225252393472 [7] => -0.036982548640739 [8] => 0.0049303488295537 [9] => 0.1181915965539 [10] => 0.030378280149591 [11] => -0.0073653880275157 [12] => 0.029880972501392 [13] => 0.10112780323105 [14] => 0.012915464436102 [15] => -0.065472285515036 [16] => -0.056199298907327 [17] => 0.097609174225024 [18] => 0.0047931065044978 [19] => -0.050312729377565 [20] => -0.025583026503772 [21] => 0.084606190355119 [22] => 0.00035955143974697 [23] => -0.067234452378912 [24] => -0.07938059037902 ) [SquaredError] => Array ( [0] => 0.014313133414665 [1] => 0.000646291405313 [2] => 0.002826948183363 [3] => 0.0057601426861576 [4] => 6.9160556081232E-5 [5] => 0.014667332918196 [6] => 0.00020235780565799 [7] => 0.0013677089039646 [8] => 2.4308339581081E-5 [9] => 0.013969253495959 [10] => 0.00092283990484701 [11] => 5.4248940795872E-5 [12] => 0.00089287251762893 [13] => 0.010226832586338 [14] => 0.00016680922160021 [15] => 0.0042866201705624 [16] => 0.003158361197675 [17] => 0.0095275508928911 [18] => 2.2973869963459E-5 [19] => 0.0025313707374201 [20] => 0.00065449124509271 [21] => 0.0071582074464066 [22] => 1.2927723782412E-7 [23] => 0.0045204715866922 [24] => 0.0063012781289218 ) [TotalError] => 0.32158251796891 [SumError] => 1.3600232051658E-15 [SumSquaredError] => 0.10427169543301 [ErrorVariance] => 0.0045335519753483 [StdErr] => 0.067331656561742 [SlopeStdErr] => 0.0074697766213936 [SlopeVal] => [YIntStdErr] => 0.026144218174878 [YIntTVal] => 11.155671814985 [R] => 0.82204286109309 [RSquared] => 0.67575446547411 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 6.9234311586415 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.1141103565319 [1] => 1.084003990608 [2] => 1.0981936258633 [3] => 1.1700268981511 [4] => 1.2432613427206 [5] => 1.1835545336189 [6] => 1.1850035564918 [7] => 1.2045811755776 [8] => 1.2860071220795 [9] => 1.2331484676931 [10] => 1.2368394494739 [11] => 1.2674064187529 [12] => 1.3116691124006 [13] => 1.2586612233256 [14] => 1.2252058659659 [15] => 1.244475044689 [16] => 1.3559301870789 [17] => 1.3022226663177 [18] => 1.3156135319534 [19] => 1.3269295370435 [20] => 1.3984608496082 [21] => 1.3520859975016 [22] => 1.3294182205466 [23] => 1.3827372657613 [24] => 1.4876897349417 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.2638894469879 [SumXX] => 81.25 [SumXY] => 3.8796361056691 [SumYY] => 0.22502320282375 [Slope] => 0.047749367454389 [YInt] => 1.1206413446247 [PredictedY] => Array ( [0] => 1.1206413446247 [1] => 1.1325786864883 [2] => 1.1445160283519 [3] => 1.1564533702155 [4] => 1.1683907120791 [5] => 1.1803280539427 [6] => 1.1922653958063 [7] => 1.2042027376699 [8] => 1.2161400795335 [9] => 1.2280774213971 [10] => 1.2400147632607 [11] => 1.2519521051243 [12] => 1.2638894469879 [13] => 1.2758267888515 [14] => 1.2877641307151 [15] => 1.2997014725787 [16] => 1.3116388144423 [17] => 1.3235761563058 [18] => 1.3355134981694 [19] => 1.347450840033 [20] => 1.3593881818966 [21] => 1.3713255237602 [22] => 1.3832628656238 [23] => 1.3952002074874 [24] => 1.407137549351 ) [Error] => Array ( [0] => -0.0065309880928011 [1] => -0.048574695880261 [2] => -0.046322402488599 [3] => 0.013573527935632 [4] => 0.074870630641503 [5] => 0.0032264796761821 [6] => -0.0072618393144717 [7] => 0.0003784379076972 [8] => 0.069867042546003 [9] => 0.0050710462960346 [10] => -0.0031753137867525 [11] => 0.01545431362864 [12] => 0.04777966541275 [13] => -0.017165565525854 [14] => -0.062558264749154 [15] => -0.055226427889641 [16] => 0.044291372636617 [17] => -0.021353489988182 [18] => -0.019899966216027 [19] => -0.020521302989538 [20] => 0.039072667711583 [21] => -0.019239526258652 [22] => -0.053844645077247 [23] => -0.012462941726102 [24] => 0.080552185590639 ) [SquaredError] => Array ( [0] => 4.2653805468309E-5 [1] => 0.0023595010798598 [2] => 0.0021457649723158 [3] => 0.00018424066061938 [4] => 0.0056056113326563 [5] => 1.0410171100816E-5 [6] => 5.2734310229206E-5 [7] => 1.4321524998224E-7 [8] => 0.004881403634125 [9] => 2.5715510536526E-5 [10] => 1.0082617644341E-5 [11] => 0.00023883580973238 [12] => 0.0022828964269543 [13] => 0.0002946566398224 [14] => 0.0039135364884252 [15] => 0.0030499583374498 [16] => 0.0019617256900357 [17] => 0.00045597153467541 [18] => 0.00039600865539903 [19] => 0.00042112387638842 [20] => 0.0015266733620998 [21] => 0.00037015937065736 [22] => 0.0028992458034947 [23] => 0.00015532491646821 [24] => 0.0064886546034287 ) [TotalError] => 0.22502320282375 [SumError] => -2.4424906541753E-15 [SumSquaredError] => 0.039773032824837 [ErrorVariance] => 0.001729262296732 [StdErr] => 0.041584399679832 [SlopeStdErr] => 0.0046133749324623 [SlopeVal] => [YIntStdErr] => 0.016146812263618 [YIntTVal] => 69.403255969584 [R] => 0.90733080649415 [RSquared] => 0.82324919241333 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 10.350203084167 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.33000770087276 [1] => 0.26434550705009 [2] => 0.25454807710897 [3] => 0.33505651943909 [4] => 0.47741068790725 [5] => 0.38345629652475 [6] => 0.3451776165427 [7] => 0.40001963506516 [8] => 0.52621000384166 [9] => 0.45132580848952 [10] => 0.42651126136458 [11] => 0.47668674294564 [12] => 0.56086269472746 [13] => 0.48557947698468 [14] => 0.4201208480857 [15] => 0.44232295574557 [16] => 0.60906054993009 [17] => 0.52917360326172 [18] => 0.48699688843182 [19] => 0.52465571235778 [20] => 0.64777405026883 [21] => 0.57645653240562 [22] => 0.52179164963912 [23] => 0.52257463269118 [24] => 0.73279569828933 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.46923684599884 [SumXX] => 81.25 [SumXY] => 4.1668765021739 [SumYY] => 0.31528605408791 [Slope] => 0.051284633872909 [YInt] => 0.31538294438012 [PredictedY] => Array ( [0] => 0.31538294438012 [1] => 0.32820410284834 [2] => 0.34102526131657 [3] => 0.3538464197848 [4] => 0.36666757825303 [5] => 0.37948873672125 [6] => 0.39230989518948 [7] => 0.40513105365771 [8] => 0.41795221212593 [9] => 0.43077337059416 [10] => 0.44359452906239 [11] => 0.45641568753062 [12] => 0.46923684599884 [13] => 0.48205800446707 [14] => 0.4948791629353 [15] => 0.50770032140353 [16] => 0.52052147987175 [17] => 0.53334263833998 [18] => 0.54616379680821 [19] => 0.55898495527643 [20] => 0.57180611374466 [21] => 0.58462727221289 [22] => 0.59744843068112 [23] => 0.61026958914934 [24] => 0.62309074761757 ) [Error] => Array ( [0] => 0.014624756492643 [1] => -0.063858595798251 [2] => -0.086477184207597 [3] => -0.018789900345707 [4] => 0.11074310965423 [5] => 0.0039675598035004 [6] => -0.047132278646776 [7] => -0.0051114185925488 [8] => 0.10825779171573 [9] => 0.020552437895358 [10] => -0.017083267697814 [11] => 0.020271055415028 [12] => 0.091625848728621 [13] => 0.0035214725176075 [14] => -0.074758314849596 [15] => -0.065377365657951 [16] => 0.088539070058334 [17] => -0.0041690350782574 [18] => -0.059166908376385 [19] => -0.034329242918658 [20] => 0.075967936524168 [21] => -0.0081707398072695 [22] => -0.075656781041993 [23] => -0.087694956458167 [24] => 0.10970495067176 ) [SquaredError] => Array ( [0] => 0.0002138835024691 [1] => 0.0040779202573244 [2] => 0.0074783033884747 [3] => 0.00035306035500159 [4] => 0.012264036335888 [5] => 1.5741530794352E-5 [6] => 0.0022214516904373 [7] => 2.6126600028254E-5 [8] => 0.011719749467166 [9] => 0.00042240270344253 [10] => 0.00029183803523517 [11] => 0.00041091568763914 [12] => 0.0083952961552401 [13] => 1.2400768692265E-5 [14] => 0.0055888056391513 [15] => 0.0042741999403735 [16] => 0.0078391669267946 [17] => 1.7380853483741E-5 [18] => 0.0035007230468196 [19] => 0.0011784969193682 [20] => 0.00577112737974 [21] => 6.6760988998098E-5 [22] => 0.0057239485176361 [23] => 0.0076904053881999 [24] => 0.012035176201893 ) [TotalError] => 0.31528605408791 [SumError] => 1.8318679906315E-15 [SumSquaredError] => 0.10158931828029 [ErrorVariance] => 0.0044169268817518 [StdErr] => 0.066459964503088 [SlopeStdErr] => 0.007373071070197 [SlopeVal] => [YIntStdErr] => 0.025805748745689 [YIntTVal] => 12.221421958656 [R] => 0.82327810131604 [RSquared] => 0.67778683210655 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 6.9556679143117 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.084003990608 [1] => 1.0981936258633 [2] => 1.1700268981511 [3] => 1.2432613427206 [4] => 1.1835545336189 [5] => 1.1850035564918 [6] => 1.2045811755776 [7] => 1.2860071220795 [8] => 1.2331484676931 [9] => 1.2368394494739 [10] => 1.2674064187529 [11] => 1.3116691124006 [12] => 1.2586612233256 [13] => 1.2252058659659 [14] => 1.244475044689 [15] => 1.3559301870789 [16] => 1.3022226663177 [17] => 1.3156135319534 [18] => 1.3269295370435 [19] => 1.3984608496082 [20] => 1.3520859975016 [21] => 1.3294182205466 [22] => 1.3827372657613 [23] => 1.4876897349417 [24] => 1.4223107250018 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.2762174617267 [SumXX] => 81.25 [SumXY] => 3.868117895729 [SumYY] => 0.2238872295285 [Slope] => 0.047607604870511 [YInt] => 1.1333946471151 [PredictedY] => Array ( [0] => 1.1333946471151 [1] => 1.1452965483328 [2] => 1.1571984495504 [3] => 1.169100350768 [4] => 1.1810022519856 [5] => 1.1929041532033 [6] => 1.2048060544209 [7] => 1.2167079556385 [8] => 1.2286098568561 [9] => 1.2405117580738 [10] => 1.2524136592914 [11] => 1.264315560509 [12] => 1.2762174617267 [13] => 1.2881193629443 [14] => 1.3000212641619 [15] => 1.3119231653795 [16] => 1.3238250665972 [17] => 1.3357269678148 [18] => 1.3476288690324 [19] => 1.3595307702501 [20] => 1.3714326714677 [21] => 1.3833345726853 [22] => 1.3952364739029 [23] => 1.4071383751206 [24] => 1.4190402763382 ) [Error] => Array ( [0] => -0.049390656507094 [1] => -0.047102922469463 [2] => 0.012828448600738 [3] => 0.074160991952578 [4] => 0.0025522816332271 [5] => -0.0079005967114572 [6] => -0.00022487884331879 [7] => 0.069299166440956 [8] => 0.0045386108369576 [9] => -0.0036723085998598 [10] => 0.014992759461503 [11] => 0.047353551891582 [12] => -0.017556238401053 [13] => -0.062913496978383 [14] => -0.055546219472901 [15] => 0.044007021699327 [16] => -0.021602400279503 [17] => -0.020113435861378 [18] => -0.020699331988919 [19] => 0.038930079358171 [20] => -0.019346673966094 [21] => -0.05391635213872 [22] => -0.012499208141605 [23] => 0.080551359821105 [24] => 0.0032704486636044 ) [SquaredError] => Array ( [0] => 0.0024394369502017 [1] => 0.0022186853051642 [2] => 0.00016456909350178 [3] => 0.0054998527273903 [4] => 6.5141415353082E-6 [5] => 6.2419428397088E-5 [6] => 5.0570494172396E-8 [7] => 0.0048023744694114 [8] => 2.0598988329349E-5 [9] => 1.3485850452604E-5 [10] => 0.00022478283627048 [11] => 0.0022423588767487 [12] => 0.00030822150679462 [13] => 0.003958108102049 [14] => 0.0030853824977317 [15] => 0.001936617958845 [16] => 0.00046666369783587 [17] => 0.00040455030214978 [18] => 0.00042846234478751 [19] => 0.0015155510788335 [20] => 0.00037429379355035 [21] => 0.0029069730279465 [22] => 0.00015623020416717 [23] => 0.0064885215690291 [24] => 1.0695834461272E-5 ) [TotalError] => 0.2238872295285 [SumError] => -1.7763568394003E-15 [SumSquaredError] => 0.039735401156079 [ErrorVariance] => 0.0017276261372208 [StdErr] => 0.041564722268058 [SlopeStdErr] => 0.0046111919196278 [SlopeVal] => [YIntStdErr] => 0.016139171718697 [YIntTVal] => 70.226320586334 [R] => 0.90692914058434 [RSquared] => 0.82252046604105 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 10.324359883584 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.26434550705009 [1] => 0.25454807710897 [2] => 0.33505651943909 [3] => 0.47741068790725 [4] => 0.38345629652475 [5] => 0.3451776165427 [6] => 0.40001963506516 [7] => 0.52621000384166 [8] => 0.45132580848952 [9] => 0.42651126136458 [10] => 0.47668674294564 [11] => 0.56086269472746 [12] => 0.48557947698468 [13] => 0.4201208480857 [14] => 0.44232295574557 [15] => 0.60906054993009 [16] => 0.52917360326172 [17] => 0.48699688843182 [18] => 0.52465571235778 [19] => 0.64777405026883 [20] => 0.57645653240562 [21] => 0.52179164963912 [22] => 0.52257463269118 [23] => 0.73279569828933 [24] => 0.63668844795328 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.48150407588206 [SumXX] => 81.25 [SumXY] => 4.2167365863774 [SumYY] => 0.32017921500728 [Slope] => 0.051898296447722 [YInt] => 0.3258091865389 [PredictedY] => Array ( [0] => 0.3258091865389 [1] => 0.33878376065083 [2] => 0.35175833476276 [3] => 0.36473290887469 [4] => 0.37770748298662 [5] => 0.39068205709855 [6] => 0.40365663121048 [7] => 0.41663120532241 [8] => 0.42960577943434 [9] => 0.44258035354627 [10] => 0.4555549276582 [11] => 0.46852950177013 [12] => 0.48150407588206 [13] => 0.494478649994 [14] => 0.50745322410593 [15] => 0.52042779821786 [16] => 0.53340237232979 [17] => 0.54637694644172 [18] => 0.55935152055365 [19] => 0.57232609466558 [20] => 0.58530066877751 [21] => 0.59827524288944 [22] => 0.61124981700137 [23] => 0.6242243911133 [24] => 0.63719896522523 ) [Error] => Array ( [0] => -0.061463679488806 [1] => -0.084235683541855 [2] => -0.016701815323668 [3] => 0.11267777903256 [4] => 0.0057488135381323 [5] => -0.045504440555847 [6] => -0.0036369961453233 [7] => 0.10957879851925 [8] => 0.021720029055177 [9] => -0.016069092181698 [10] => 0.021131815287441 [11] => 0.09233319295733 [12] => 0.0040754011026138 [13] => -0.074357801908292 [14] => -0.065130268360351 [15] => 0.088632751712231 [16] => -0.0042287690680639 [17] => -0.059380058009895 [18] => -0.034695808195871 [19] => 0.075447955603251 [20] => -0.0088441363718887 [21] => -0.076483593250316 [22] => -0.088675184310193 [23] => 0.10857130717603 [24] => -0.00051051727194817 ) [SquaredError] => Array ( [0] => 0.0037777838963027 [1] => 0.0070956503817636 [2] => 0.00027895063510593 [3] => 0.012696281887711 [4] => 3.3048857096213E-5 [5] => 0.0020706541103006 [6] => 1.3227740961097E-5 [7] => 0.012007513084923 [8] => 0.00047175966215772 [9] => 0.00025821572354391 [10] => 0.00044655361734252 [11] => 0.0085254185216956 [12] => 1.6608894147186E-5 [13] => 0.0055290827046329 [14] => 0.0042419518566914 [15] => 0.0078557646760819 [16] => 1.7882487831014E-5 [17] => 0.0035259912892585 [18] => 0.0012037991063647 [19] => 0.0056923940047102 [20] => 7.8218748164565E-5 [21] => 0.0058497400364798 [22] => 0.0078632883124467 [23] => 0.011787728741912 [24] => 2.6062788495741E-7 ) [TotalError] => 0.32017921500728 [SumError] => 0 [SumSquaredError] => 0.10133776960551 [ErrorVariance] => 0.0044059899828482 [StdErr] => 0.066377631645368 [SlopeStdErr] => 0.0073639370597304 [SlopeVal] => [YIntStdErr] => 0.025773779709056 [YIntTVal] => 12.641110082291 [R] => 0.82673860842418 [RSquared] => 0.68349672665915 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 7.0476290096948 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.0981936258633 [1] => 1.1700268981511 [2] => 1.2432613427206 [3] => 1.1835545336189 [4] => 1.1850035564918 [5] => 1.2045811755776 [6] => 1.2860071220795 [7] => 1.2331484676931 [8] => 1.2368394494739 [9] => 1.2674064187529 [10] => 1.3116691124006 [11] => 1.2586612233256 [12] => 1.2252058659659 [13] => 1.244475044689 [14] => 1.3559301870789 [15] => 1.3022226663177 [16] => 1.3156135319534 [17] => 1.3269295370435 [18] => 1.3984608496082 [19] => 1.3520859975016 [20] => 1.3294182205466 [21] => 1.3827372657613 [22] => 1.4876897349417 [23] => 1.4223107250018 [24] => 1.3904051564801 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.2884735083615 [SumXX] => 81.25 [SumXY] => 3.5859871988538 [SumYY] => 0.19622477370422 [Slope] => 0.044135227062816 [YInt] => 1.1560678271731 [PredictedY] => Array ( [0] => 1.1560678271731 [1] => 1.1671016339388 [2] => 1.1781354407045 [3] => 1.1891692474702 [4] => 1.2002030542359 [5] => 1.2112368610016 [6] => 1.2222706677673 [7] => 1.233304474533 [8] => 1.2443382812987 [9] => 1.2553720880644 [10] => 1.2664058948301 [11] => 1.2774397015958 [12] => 1.2884735083615 [13] => 1.2995073151272 [14] => 1.3105411218929 [15] => 1.3215749286587 [16] => 1.3326087354244 [17] => 1.3436425421901 [18] => 1.3546763489558 [19] => 1.3657101557215 [20] => 1.3767439624872 [21] => 1.3877777692529 [22] => 1.3988115760186 [23] => 1.4098453827843 [24] => 1.42087918955 ) [Error] => Array ( [0] => -0.057874201309804 [1] => 0.0029252642123208 [2] => 0.065125902016085 [3] => -0.0056147138513423 [4] => -0.015199497744103 [5] => -0.0066556854240405 [6] => 0.063736454312159 [7] => -0.00015600683991601 [8] => -0.0074988318248095 [9] => 0.012034330688477 [10] => 0.045263217570479 [11] => -0.018778478270231 [12] => -0.063267642395637 [13] => -0.055032270438232 [14] => 0.045389065185921 [15] => -0.019352262340986 [16] => -0.016995203470937 [17] => -0.016713005146554 [18] => 0.04378450065246 [19] => -0.013624158219881 [20] => -0.047325741940583 [21] => -0.0050405034915442 [22] => 0.08887815892309 [23] => 0.012465342217513 [24] => -0.030474033069906 ) [SquaredError] => Array ( [0] => 0.0033494231772477 [1] => 8.5571707118846E-6 [2] => 0.0042413831134087 [3] => 3.1525011632455E-5 [4] => 0.00023102473167298 [5] => 4.4298148463785E-5 [6] => 0.0040623356082859 [7] => 2.433813410058E-8 [8] => 5.6232478736776E-5 [9] => 0.00014482511511961 [10] => 0.0020487588648326 [11] => 0.00035263124614554 [12] => 0.0040027945743022 [13] => 0.0030285507895867 [14] => 0.0020601672384518 [15] => 0.00037451005771433 [16] => 0.00028883694101854 [17] => 0.00027932454102874 [18] => 0.0019170824973853 [19] => 0.00018561768720036 [20] => 0.0022397258502266 [21] => 2.5406675448269E-5 [22] => 0.007899327133558 [23] => 0.00015538475659972 [24] => 0.00092866669154571 ) [TotalError] => 0.19622477370422 [SumError] => -8.8817841970013E-16 [SumSquaredError] => 0.037956414438458 [ErrorVariance] => 0.0016502788886286 [StdErr] => 0.040623624759844 [SlopeStdErr] => 0.0045067865251331 [SlopeVal] => [YIntStdErr] => 0.015773752837966 [YIntTVal] => 73.290601104802 [R] => 0.89809056032592 [RSquared] => 0.80656665454653 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 9.7930591601545 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.25454807710897 [1] => 0.33505651943909 [2] => 0.47741068790725 [3] => 0.38345629652475 [4] => 0.3451776165427 [5] => 0.40001963506516 [6] => 0.52621000384166 [7] => 0.45132580848952 [8] => 0.42651126136458 [9] => 0.47668674294564 [10] => 0.56086269472746 [11] => 0.48557947698468 [12] => 0.4201208480857 [13] => 0.44232295574557 [14] => 0.60906054993009 [15] => 0.52917360326172 [16] => 0.48699688843182 [17] => 0.52465571235778 [18] => 0.64777405026883 [19] => 0.57645653240562 [20] => 0.52179164963912 [21] => 0.52257463269118 [22] => 0.73279569828933 [23] => 0.63668844795328 [24] => 0.55918818900478 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.49329778316025 [SumXX] => 81.25 [SumXY] => 3.7440235770416 [SumYY] => 0.2755789041377 [Slope] => 0.046080290178974 [YInt] => 0.35505691262333 [PredictedY] => Array ( [0] => 0.35505691262333 [1] => 0.36657698516807 [2] => 0.37809705771282 [3] => 0.38961713025756 [4] => 0.4011372028023 [5] => 0.41265727534705 [6] => 0.42417734789179 [7] => 0.43569742043653 [8] => 0.44721749298128 [9] => 0.45873756552602 [10] => 0.47025763807077 [11] => 0.48177771061551 [12] => 0.49329778316025 [13] => 0.504817855705 [14] => 0.51633792824974 [15] => 0.52785800079448 [16] => 0.53937807333923 [17] => 0.55089814588397 [18] => 0.56241821842871 [19] => 0.57393829097346 [20] => 0.5854583635182 [21] => 0.59697843606294 [22] => 0.60849850860769 [23] => 0.62001858115243 [24] => 0.63153865369717 ) [Error] => Array ( [0] => -0.10050883551436 [1] => -0.031520465728982 [2] => 0.099313630194434 [3] => -0.0061608337328076 [4] => -0.0559595862596 [5] => -0.012637640281889 [6] => 0.10203265594987 [7] => 0.015628388052985 [8] => -0.020706231616703 [9] => 0.017949177419623 [10] => 0.0906050566567 [11] => 0.00380176636917 [12] => -0.073176935074549 [13] => -0.062494899959421 [14] => 0.092722621680348 [15] => 0.0013156024672403 [16] => -0.052381184907404 [17] => -0.026242433526192 [18] => 0.085355831840117 [19] => 0.0025182414321635 [20] => -0.063666713879077 [21] => -0.074403803371767 [22] => 0.12429718968164 [23] => 0.016669866800852 [24] => -0.072350464692399 ) [SquaredError] => Array ( [0] => 0.010102026016452 [1] => 0.00099353975977195 [2] => 0.0098631971423969 [3] => 3.79558722833E-5 [4] => 0.0031314752943456 [5] => 0.00015970995189443 [6] => 0.010410662880185 [7] => 0.00024424651313468 [8] => 0.00042874802776455 [9] => 0.00032217297004111 [10] => 0.0082092762917637 [11] => 1.4453427525752E-5 [12] => 0.0053548638269048 [13] => 0.0039056125209381 [14] => 0.0085974845712769 [15] => 1.7308098518087E-6 [16] => 0.0027437885323036 [17] => 0.00068866531737663 [18] => 0.0072856180291183 [19] => 6.3415399106649E-6 [20] => 0.0040534504561602 [21] => 0.0055359259561845 [22] => 0.015449791362754 [23] => 0.00027788445915815 [24] => 0.005234589741206 ) [TotalError] => 0.2755789041377 [SumError] => 2.2204460492503E-16 [SumSquaredError] => 0.1030532112707 [ErrorVariance] => 0.004480574403074 [StdErr] => 0.066937092878867 [SlopeStdErr] => 0.0074260037109308 [SlopeVal] => [YIntStdErr] => 0.025991012988258 [YIntTVal] => 13.660757000265 [R] => 0.79123211383504 [RSquared] => 0.62604825796386 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 6.2052608607165 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.1700268981511 [1] => 1.2432613427206 [2] => 1.1835545336189 [3] => 1.1850035564918 [4] => 1.2045811755776 [5] => 1.2860071220795 [6] => 1.2331484676931 [7] => 1.2368394494739 [8] => 1.2674064187529 [9] => 1.3116691124006 [10] => 1.2586612233256 [11] => 1.2252058659659 [12] => 1.244475044689 [13] => 1.3559301870789 [14] => 1.3022226663177 [15] => 1.3156135319534 [16] => 1.3269295370435 [17] => 1.3984608496082 [18] => 1.3520859975016 [19] => 1.3294182205466 [20] => 1.3827372657613 [21] => 1.4876897349417 [22] => 1.4223107250018 [23] => 1.3904051564801 [24] => 1.46483219785 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.303139051241 [SumXX] => 81.25 [SumXY] => 3.4966536491998 [SumYY] => 0.18574377368001 [Slope] => 0.04303573722092 [YInt] => 1.1740318395782 [PredictedY] => Array ( [0] => 1.1740318395782 [1] => 1.1847907738835 [2] => 1.1955497081887 [3] => 1.2063086424939 [4] => 1.2170675767992 [5] => 1.2278265111044 [6] => 1.2385854454096 [7] => 1.2493443797149 [8] => 1.2601033140201 [9] => 1.2708622483253 [10] => 1.2816211826305 [11] => 1.2923801169358 [12] => 1.303139051241 [13] => 1.3138979855462 [14] => 1.3246569198515 [15] => 1.3354158541567 [16] => 1.3461747884619 [17] => 1.3569337227672 [18] => 1.3676926570724 [19] => 1.3784515913776 [20] => 1.3892105256828 [21] => 1.3999694599881 [22] => 1.4107283942933 [23] => 1.4214873285985 [24] => 1.4322462629038 ) [Error] => Array ( [0] => -0.0040049414271297 [1] => 0.058470568837108 [2] => -0.011995174569845 [3] => -0.021305086002131 [4] => -0.012486401221595 [5] => 0.058180610975078 [6] => -0.0054369777165229 [7] => -0.012504930240943 [8] => 0.0073031047328178 [9] => 0.040806864075294 [10] => -0.022959959304942 [11] => -0.067174250969875 [12] => -0.058664006551995 [13] => 0.042032201532631 [14] => -0.022434253533801 [15] => -0.019802322203278 [16] => -0.019245251418422 [17] => 0.041527126841067 [18] => -0.015606659570801 [19] => -0.049033370831029 [20] => -0.006473259921516 [21] => 0.087720274953592 [22] => 0.011582330708489 [23] => -0.031082172118456 [24] => 0.032585934946202 ) [SquaredError] => Array ( [0] => 1.603955583474E-5 [1] => 0.003418807420135 [2] => 0.00014388421296105 [3] => 0.00045390668955821 [4] => 0.00015591021546665 [5] => 0.0033849834934334 [6] => 2.9560726689966E-5 [7] => 0.00015637328033084 [8] => 5.3335338738506E-5 [9] => 0.0016652001556595 [10] => 0.00052715973128461 [11] => 0.0045123799933637 [12] => 0.0034414656647325 [13] => 0.0017667059656797 [14] => 0.00050329573161886 [15] => 0.00039213196464245 [16] => 0.00037037970215826 [17] => 0.001724502263674 [18] => 0.00024356782295887 [19] => 0.0024042714550532 [20] => 4.1903094011506E-5 [21] => 0.0076948466379338 [22] => 0.00013415038464081 [23] => 0.00096610142360131 [24] => 0.0010618431563181 ) [TotalError] => 0.18574377368001 [SumError] => -8.8817841970013E-16 [SumSquaredError] => 0.03526270608048 [ErrorVariance] => 0.0015331611339339 [StdErr] => 0.039155601565215 [SlopeStdErr] => 0.0043439239743084 [SlopeVal] => [YIntStdErr] => 0.015203733910079 [YIntTVal] => 77.219967576513 [R] => 0.90008557056279 [RSquared] => 0.81015403433534 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 9.9071110533817 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.33505651943909 [1] => 0.47741068790725 [2] => 0.38345629652475 [3] => 0.3451776165427 [4] => 0.40001963506516 [5] => 0.52621000384166 [6] => 0.45132580848952 [7] => 0.42651126136458 [8] => 0.47668674294564 [9] => 0.56086269472746 [10] => 0.48557947698468 [11] => 0.4201208480857 [12] => 0.44232295574557 [13] => 0.60906054993009 [14] => 0.52917360326172 [15] => 0.48699688843182 [16] => 0.52465571235778 [17] => 0.64777405026883 [18] => 0.57645653240562 [19] => 0.52179164963912 [20] => 0.52257463269118 [21] => 0.73279569828933 [22] => 0.63668844795328 [23] => 0.55918818900478 [24] => 0.70303330473369 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.51123719226524 [SumXX] => 81.25 [SumXY] => 3.5972935970953 [SumYY] => 0.25452091103191 [Slope] => 0.04427438273348 [YInt] => 0.3784140440648 [PredictedY] => Array ( [0] => 0.3784140440648 [1] => 0.38948263974817 [2] => 0.40055123543154 [3] => 0.41161983111491 [4] => 0.42268842679828 [5] => 0.43375702248165 [6] => 0.44482561816502 [7] => 0.45589421384839 [8] => 0.46696280953176 [9] => 0.47803140521513 [10] => 0.4891000008985 [11] => 0.50016859658187 [12] => 0.51123719226524 [13] => 0.52230578794861 [14] => 0.53337438363198 [15] => 0.54444297931535 [16] => 0.55551157499872 [17] => 0.56658017068209 [18] => 0.57764876636546 [19] => 0.58871736204883 [20] => 0.5997859577322 [21] => 0.61085455341557 [22] => 0.62192314909894 [23] => 0.63299174478231 [24] => 0.64406034046568 ) [Error] => Array ( [0] => -0.043357524625708 [1] => 0.087928048159082 [2] => -0.017094938906786 [3] => -0.066442214572206 [4] => -0.022668791733121 [5] => 0.092452981360014 [6] => 0.0065001903244996 [7] => -0.029382952483815 [8] => 0.0097239334138846 [9] => 0.082831289512335 [10] => -0.0035205239138217 [11] => -0.080047748496168 [12] => -0.068914236519666 [13] => 0.086754761981476 [14] => -0.0042007803702578 [15] => -0.057446090883528 [16] => -0.030855862640944 [17] => 0.081193879586739 [18] => -0.001192233959841 [19] => -0.066925712409708 [20] => -0.077211325041025 [21] => 0.12194114487376 [22] => 0.014765298854341 [23] => -0.073803555777536 [24] => 0.058972964268004 ) [SquaredError] => Array ( [0] => 0.0018798749416689 [1] => 0.0077313416530659 [2] => 0.00029223693622676 [3] => 0.004414567877259 [4] => 0.00051387411863963 [5] => 0.0085475537623552 [6] => 4.2252474254718E-5 [7] => 0.00086335789666612 [8] => 9.4554881037661E-5 [9] => 0.0068610225222762 [10] => 1.2394088627791E-5 [11] => 0.0064076420393057 [12] => 0.0047491719950885 [13] => 0.0075263887264626 [14] => 1.7646555719144E-5 [15] => 0.0033000533577986 [16] => 0.0009520842593168 [17] => 0.0065924460823458 [18] => 1.4214218149982E-6 [19] => 0.0044790509815469 [20] => 0.0059615887145907 [21] => 0.014869642813123 [22] => 0.00021801405025801 [23] => 0.0054469648454079 [24] => 0.0034778105145553 ) [TotalError] => 0.25452091103191 [SumError] => 1.6098233857065E-15 [SumSquaredError] => 0.095252957509412 [ErrorVariance] => 0.0041414329351918 [StdErr] => 0.064353965963193 [SlopeStdErr] => 0.007139431509531 [SlopeVal] => [YIntStdErr] => 0.024988010283358 [YIntTVal] => 15.14382456921 [R] => 0.7910473232799 [RSquared] => 0.62575586766829 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 6.2013876979386 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.2432613427206 [1] => 1.1835545336189 [2] => 1.1850035564918 [3] => 1.2045811755776 [4] => 1.2860071220795 [5] => 1.2331484676931 [6] => 1.2368394494739 [7] => 1.2674064187529 [8] => 1.3116691124006 [9] => 1.2586612233256 [10] => 1.2252058659659 [11] => 1.244475044689 [12] => 1.3559301870789 [13] => 1.3022226663177 [14] => 1.3156135319534 [15] => 1.3269295370435 [16] => 1.3984608496082 [17] => 1.3520859975016 [18] => 1.3294182205466 [19] => 1.3827372657613 [20] => 1.4876897349417 [21] => 1.4223107250018 [22] => 1.3904051564801 [23] => 1.46483219785 [24] => 1.515277603768 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.3169490794657 [SumXX] => 81.25 [SumXY] => 3.7004548092385 [SumYY] => 0.20825977185886 [Slope] => 0.045544059190627 [YInt] => 1.1803169018938 [PredictedY] => Array ( [0] => 1.1803169018938 [1] => 1.1917029166915 [2] => 1.2030889314891 [3] => 1.2144749462868 [4] => 1.2258609610844 [5] => 1.2372469758821 [6] => 1.2486329906797 [7] => 1.2600190054774 [8] => 1.2714050202751 [9] => 1.2827910350727 [10] => 1.2941770498704 [11] => 1.305563064668 [12] => 1.3169490794657 [13] => 1.3283350942633 [14] => 1.339721109061 [15] => 1.3511071238587 [16] => 1.3624931386563 [17] => 1.373879153454 [18] => 1.3852651682516 [19] => 1.3966511830493 [20] => 1.4080371978469 [21] => 1.4194232126446 [22] => 1.4308092274422 [23] => 1.4421952422399 [24] => 1.4535812570376 ) [Error] => Array ( [0] => 0.062944440826786 [1] => -0.0081483830725935 [2] => -0.018085374997307 [3] => -0.0098937707091975 [4] => 0.060146160995049 [5] => -0.0040985081889788 [6] => -0.011793541205825 [7] => 0.0073874132755083 [8] => 0.040264092125558 [9] => -0.024129811747106 [10] => -0.068971183904464 [11] => -0.061088019979012 [12] => 0.038981107613188 [13] => -0.026112427945671 [14] => -0.024107577107576 [15] => -0.024177586815146 [16] => 0.035967710951916 [17] => -0.021793155952379 [18] => -0.055846947705033 [19] => -0.013913917287947 [20] => 0.079652537094734 [21] => 0.0028875123572043 [22] => -0.040404070962167 [23] => 0.022636955610063 [24] => 0.061696346730397 ) [SquaredError] => Array ( [0] => 0.0039620026309968 [1] => 6.6396146697728E-5 [2] => 0.00032708078879321 [3] => 9.7886698846174E-5 [4] => 0.0036175606824423 [5] => 1.6797769375127E-5 [6] => 0.0001390876141735 [7] => 5.4573874903156E-5 [8] => 0.0016211971146954 [9] => 0.00058224781495076 [10] => 0.0047570242091835 [11] => 0.0037317461849561 [12] => 0.0015195267507509 [13] => 0.00068185889321788 [14] => 0.0005811752739977 [15] => 0.00058455570420391 [16] => 0.0012936762311206 [17] => 0.0004749416463647 [18] => 0.0031188815679687 [19] => 0.00019359709429584 [20] => 0.006344526665628 [21] => 8.3377276130075E-6 [22] => 0.0016324889503159 [23] => 0.00051243175929197 [24] => 0.0038064391998773 ) [TotalError] => 0.20825977185886 [SumError] => 2.2204460492503E-16 [SumSquaredError] => 0.03972603899466 [ErrorVariance] => 0.0017272190867244 [StdErr] => 0.041559825393333 [SlopeStdErr] => 0.0046106486601537 [SlopeVal] => [YIntStdErr] => 0.016137270310538 [YIntTVal] => 73.142289816081 [R] => 0.89958193574185 [RSquared] => 0.80924765911305 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 9.878015556516 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.47741068790725 [1] => 0.38345629652475 [2] => 0.3451776165427 [3] => 0.40001963506516 [4] => 0.52621000384166 [5] => 0.45132580848952 [6] => 0.42651126136458 [7] => 0.47668674294564 [8] => 0.56086269472746 [9] => 0.48557947698468 [10] => 0.4201208480857 [11] => 0.44232295574557 [12] => 0.60906054993009 [13] => 0.52917360326172 [14] => 0.48699688843182 [15] => 0.52465571235778 [16] => 0.64777405026883 [17] => 0.57645653240562 [18] => 0.52179164963912 [19] => 0.52257463269118 [20] => 0.73279569828933 [21] => 0.63668844795328 [22] => 0.55918818900478 [23] => 0.70303330473369 [24] => 0.76782349800752 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.52854787140798 [SumXX] => 81.25 [SumXY] => 3.7944653276371 [SumYY] => 0.28182632353933 [Slope] => 0.046701111724765 [YInt] => 0.38844453623368 [PredictedY] => Array ( [0] => 0.38844453623368 [1] => 0.40011981416487 [2] => 0.41179509209607 [3] => 0.42347037002726 [4] => 0.43514564795845 [5] => 0.44682092588964 [6] => 0.45849620382083 [7] => 0.47017148175202 [8] => 0.48184675968321 [9] => 0.4935220376144 [10] => 0.5051973155456 [11] => 0.51687259347679 [12] => 0.52854787140798 [13] => 0.54022314933917 [14] => 0.55189842727036 [15] => 0.56357370520155 [16] => 0.57524898313274 [17] => 0.58692426106393 [18] => 0.59859953899512 [19] => 0.61027481692632 [20] => 0.62195009485751 [21] => 0.6336253727887 [22] => 0.64530065071989 [23] => 0.65697592865108 [24] => 0.66865120658227 ) [Error] => Array ( [0] => 0.088966151673568 [1] => -0.016663517640122 [2] => -0.066617475553362 [3] => -0.023450734962099 [4] => 0.091064355883216 [5] => 0.00450488259988 [6] => -0.031984942456256 [7] => 0.0065152611936228 [8] => 0.079015935044252 [9] => -0.0079425606297255 [10] => -0.085076467459892 [11] => -0.074549637731212 [12] => 0.080512678522109 [13] => -0.011049546077446 [14] => -0.064901538838537 [15] => -0.038917992843774 [16] => 0.072525067136088 [17] => -0.010467728658313 [18] => -0.076807889356001 [19] => -0.087700184235139 [20] => 0.11084560343182 [21] => 0.0030630751645846 [22] => -0.086112461715114 [23] => 0.046057376082605 [24] => 0.099172291425245 ) [SquaredError] => Array ( [0] => 0.0079149761436043 [1] => 0.00027767282014265 [2] => 0.0044378880491028 [3] => 0.0005499369702626 [4] => 0.008292716912425 [5] => 2.0293967238701E-5 [6] => 0.00102303654393 [7] => 4.2448628421128E-5 [8] => 0.0062435179909174 [9] => 6.3084269356866E-5 [10] => 0.0072380053154541 [11] => 0.0055576484858549 [12] => 0.0064822914028045 [13] => 0.0001220924685176 [14] => 0.0042122097436102 [15] => 0.001514610166988 [16] => 0.005259885363094 [17] => 0.00010957334326407 [18] => 0.0058994518673237 [19] => 0.0076913223148773 [20] => 0.012286747800165 [21] => 9.3824294638949E-6 [22] => 0.007415356062637 [23] => 0.0021212818916146 [24] => 0.0098351433865338 ) [TotalError] => 0.28182632353933 [SumError] => -1.1102230246252E-15 [SumSquaredError] => 0.1046205743376 [ErrorVariance] => 0.0045487206233741 [StdErr] => 0.067444203778932 [SlopeStdErr] => 0.0074822626140856 [SlopeVal] => [YIntStdErr] => 0.026187919149299 [YIntTVal] => 14.832966835552 [R] => 0.79295424117931 [RSquared] => 0.62877642860425 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 6.2415761292378 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.1835545336189 [1] => 1.1850035564918 [2] => 1.2045811755776 [3] => 1.2860071220795 [4] => 1.2331484676931 [5] => 1.2368394494739 [6] => 1.2674064187529 [7] => 1.3116691124006 [8] => 1.2586612233256 [9] => 1.2252058659659 [10] => 1.244475044689 [11] => 1.3559301870789 [12] => 1.3022226663177 [13] => 1.3156135319534 [14] => 1.3269295370435 [15] => 1.3984608496082 [16] => 1.3520859975016 [17] => 1.3294182205466 [18] => 1.3827372657613 [19] => 1.4876897349417 [20] => 1.4223107250018 [21] => 1.3904051564801 [22] => 1.46483219785 [23] => 1.515277603768 [24] => 1.4791576569792 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.326384932036 [SumXX] => 81.25 [SumXY] => 3.9475953973574 [SumYY] => 0.22691562908797 [Slope] => 0.048585789505938 [YInt] => 1.1806275635182 [PredictedY] => Array ( [0] => 1.1806275635182 [1] => 1.1927740108947 [2] => 1.2049204582712 [3] => 1.2170669056477 [4] => 1.2292133530241 [5] => 1.2413598004006 [6] => 1.2535062477771 [7] => 1.2656526951536 [8] => 1.2777991425301 [9] => 1.2899455899066 [10] => 1.3020920372831 [11] => 1.3142384846595 [12] => 1.326384932036 [13] => 1.3385313794125 [14] => 1.350677826789 [15] => 1.3628242741655 [16] => 1.374970721542 [17] => 1.3871171689184 [18] => 1.3992636162949 [19] => 1.4114100636714 [20] => 1.4235565110479 [21] => 1.4357029584244 [22] => 1.4478494058009 [23] => 1.4599958531774 [24] => 1.4721423005538 ) [Error] => Array ( [0] => 0.0029269701006502 [1] => -0.0077704544028907 [2] => -0.00033928269360883 [3] => 0.06894021643181 [4] => 0.0039351146689544 [5] => -0.0045203509267195 [6] => 0.013900170975786 [7] => 0.046016417247009 [8] => -0.019137919204483 [9] => -0.064739723940669 [10] => -0.057616992594044 [11] => 0.041691702419328 [12] => -0.024162265718359 [13] => -0.022917847459091 [14] => -0.023748289745489 [15] => 0.035636575442745 [16] => -0.022884724040377 [17] => -0.057698948371859 [18] => -0.016526350533601 [19] => 0.076279671270253 [20] => -0.0012457860461044 [21] => -0.045297801944304 [22] => 0.016982792049099 [23] => 0.055281750590605 [24] => 0.0070153564253539 ) [SquaredError] => Array ( [0] => 8.5671539701005E-6 [1] => 6.0379961627404E-5 [2] => 1.1511274618247E-7 [3] => 0.0047527534416648 [4] => 1.548512745782E-5 [5] => 2.0433572500694E-5 [6] => 0.00019321475315609 [7] => 0.0021175106562508 [8] => 0.00036625995147731 [9] => 0.0041912318559141 [10] => 0.0033197178355821 [11] => 0.0017381980506218 [12] => 0.00058381508464459 [13] => 0.00052522773215815 [14] => 0.00056398126583568 [15] => 0.0012699655092865 [16] => 0.00052371059440419 [17] => 0.0033291686432184 [18] => 0.00027312026195944 [19] => 0.0058185882490978 [20] => 1.5519828726684E-6 [21] => 0.0020518908609854 [22] => 0.00028841522578296 [23] => 0.0030560719483619 [24] => 4.9215225774754E-5 ) [TotalError] => 0.22691562908797 [SumError] => -3.7747582837255E-15 [SumSquaredError] => 0.035118590057352 [ErrorVariance] => 0.0015268952198849 [StdErr] => 0.039075506649113 [SlopeStdErr] => 0.0043350382411726 [SlopeVal] => [YIntStdErr] => 0.015172633844104 [YIntTVal] => 77.812960864207 [R] => 0.91936664724993 [RSquared] => 0.84523503207557 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 11.207695711767 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.38345629652475 [1] => 0.3451776165427 [2] => 0.40001963506516 [3] => 0.52621000384166 [4] => 0.45132580848952 [5] => 0.42651126136458 [6] => 0.47668674294564 [7] => 0.56086269472746 [8] => 0.48557947698468 [9] => 0.4201208480857 [10] => 0.44232295574557 [11] => 0.60906054993009 [12] => 0.52917360326172 [13] => 0.48699688843182 [14] => 0.52465571235778 [15] => 0.64777405026883 [16] => 0.57645653240562 [17] => 0.52179164963912 [18] => 0.52257463269118 [19] => 0.73279569828933 [20] => 0.63668844795328 [21] => 0.55918818900478 [22] => 0.70303330473369 [23] => 0.76782349800752 [24] => 0.72762257796914 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.53855634701045 [SumXX] => 81.25 [SumXY] => 4.2254936009432 [SumYY] => 0.31633781119822 [Slope] => 0.052006075088532 [YInt] => 0.38253812174486 [PredictedY] => Array ( [0] => 0.38253812174486 [1] => 0.39553964051699 [2] => 0.40854115928912 [3] => 0.42154267806126 [4] => 0.43454419683339 [5] => 0.44754571560552 [6] => 0.46054723437765 [7] => 0.47354875314979 [8] => 0.48655027192192 [9] => 0.49955179069405 [10] => 0.51255330946619 [11] => 0.52555482823832 [12] => 0.53855634701045 [13] => 0.55155786578259 [14] => 0.56455938455472 [15] => 0.57756090332685 [16] => 0.59056242209899 [17] => 0.60356394087112 [18] => 0.61656545964325 [19] => 0.62956697841538 [20] => 0.64256849718752 [21] => 0.65557001595965 [22] => 0.66857153473178 [23] => 0.68157305350392 [24] => 0.69457457227605 ) [Error] => Array ( [0] => 0.00091817477989675 [1] => -0.050362023974285 [2] => -0.008521524223964 [3] => 0.10466732578041 [4] => 0.016781611656131 [5] => -0.021034454240947 [6] => 0.01613950856799 [7] => 0.087313941577677 [8] => -0.00097079493724223 [9] => -0.079430942608351 [10] => -0.070230353720612 [11] => 0.083505721691767 [12] => 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[24] => 0.0010921706802903 ) [TotalError] => 0.31633781119822 [SumError] => -1.498801083244E-15 [SumSquaredError] => 0.096586473701455 [ErrorVariance] => 0.0041994119000633 [StdErr] => 0.064802869535718 [SlopeStdErr] => 0.0071892328894841 [SlopeVal] => [YIntStdErr] => 0.025162315113194 [YIntTVal] => 15.20281897846 [R] => 0.83347045761965 [RSquared] => 0.6946730037247 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 7.2338837659026 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.1850035564918 [1] => 1.2045811755776 [2] => 1.2860071220795 [3] => 1.2331484676931 [4] => 1.2368394494739 [5] => 1.2674064187529 [6] => 1.3116691124006 [7] => 1.2586612233256 [8] => 1.2252058659659 [9] => 1.244475044689 [10] => 1.3559301870789 [11] => 1.3022226663177 [12] => 1.3156135319534 [13] => 1.3269295370435 [14] => 1.3984608496082 [15] => 1.3520859975016 [16] => 1.3294182205466 [17] => 1.3827372657613 [18] => 1.4876897349417 [19] => 1.4223107250018 [20] => 1.3904051564801 [21] => 1.46483219785 [22] => 1.515277603768 [23] => 1.4791576569792 [24] => 1.4810698065912 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.3382855429549 [SumXX] => 81.25 [SumXY] => 3.9474512261671 [SumYY] => 0.22690190328603 [Slope] => 0.048584015091287 [YInt] => 1.1925334976811 [PredictedY] => Array ( [0] => 1.1925334976811 [1] => 1.2046795014539 [2] => 1.2168255052267 [3] => 1.2289715089995 [4] => 1.2411175127723 [5] => 1.2532635165452 [6] => 1.265409520318 [7] => 1.2775555240908 [8] => 1.2897015278636 [9] => 1.3018475316365 [10] => 1.3139935354093 [11] => 1.3261395391821 [12] => 1.3382855429549 [13] => 1.3504315467277 [14] => 1.3625775505006 [15] => 1.3747235542734 [16] => 1.3868695580462 [17] => 1.399015561819 [18] => 1.4111615655918 [19] => 1.4233075693647 [20] => 1.4354535731375 [21] => 1.4475995769103 [22] => 1.4597455806831 [23] => 1.471891584456 [24] => 1.4840375882288 ) [Error] => Array ( [0] => -0.0075299411892502 [1] => -9.8325876305871E-5 [2] => 0.069181616852776 [3] => 0.0041769586935829 [4] => -0.0042780632984283 [5] => 0.01414290220774 [6] => 0.046259592082625 [7] => -0.018894300765203 [8] => -0.064495661897727 [9] => -0.057372486947439 [10] => 0.041936651669595 [11] => -0.023916872864429 [12] => -0.022672011001498 [13] => -0.023502009684233 [14] => 0.035883299107664 [15] => -0.022637556771796 [16] => -0.057451337499615 [17] => -0.016278296057694 [18] => 0.076528169349822 [19] => -0.00099684436287251 [20] => -0.045048416657409 [21] => 0.017232620939657 [22] => 0.055532023084825 [23] => 0.0072660725232365 [24] => -0.0029677816376192 ) [SquaredError] => Array ( [0] => 5.6700014313567E-5 [1] => 9.6679779513175E-9 [2] => 0.0047860961103643 [3] => 1.7446983927898E-5 [4] => 1.8301825585359E-5 [5] => 0.0002000216828577 [6] => 0.0021399498596509 [7] => 0.00035699460140596 [8] => 0.0041596904036259 [9] => 0.0032916022585341 [10] => 0.001758682753257 [11] => 0.00057201680761325 [12] => 0.00051402008285204 [13] => 0.00055234445919778 [14] => 0.0012876111548501 [15] => 0.00051245897659628 [16] => 0.0033006561804947 [17] => 0.00026498292254194 [18] => 0.0058565607040351 [19] => 9.9369868379069E-7 [20] => 0.0020293598433395 [21] => 0.0002969632244499 [22] => 0.0030838055878935 [23] => 5.2795809912933E-5 [24] => 8.8077278485899E-6 ) [TotalError] => 0.22690190328603 [SumError] => 3.5527136788005E-15 [SumSquaredError] => 0.03511887334181 [ErrorVariance] => 0.0015269075366004 [StdErr] => 0.039075664250278 [SlopeStdErr] => 0.004335055725452 [SlopeVal] => [YIntStdErr] => 0.015172695039082 [YIntTVal] => 78.597341778063 [R] => 0.91936087664691 [RSquared] => 0.84522442150897 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 11.207241190935 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.3451776165427 [1] => 0.40001963506516 [2] => 0.52621000384166 [3] => 0.45132580848952 [4] => 0.42651126136458 [5] => 0.47668674294564 [6] => 0.56086269472746 [7] => 0.48557947698468 [8] => 0.4201208480857 [9] => 0.44232295574557 [10] => 0.60906054993009 [11] => 0.52917360326172 [12] => 0.48699688843182 [13] => 0.52465571235778 [14] => 0.64777405026883 [15] => 0.57645653240562 [16] => 0.52179164963912 [17] => 0.52257463269118 [18] => 0.73279569828933 [19] => 0.63668844795328 [20] => 0.55918818900478 [21] => 0.70303330473369 [22] => 0.76782349800752 [23] => 0.72762257796914 [24] => 0.67458560230291 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.55020151924158 [SumXX] => 81.25 [SumXY] => 4.1295062027421 [SumYY] => 0.30739549292566 [Slope] => 0.050824691726057 [YInt] => 0.39772744406341 [PredictedY] => Array ( [0] => 0.39772744406341 [1] => 0.41043361699492 [2] => 0.42313978992644 [3] => 0.43584596285795 [4] => 0.44855213578947 [5] => 0.46125830872098 [6] => 0.47396448165249 [7] => 0.48667065458401 [8] => 0.49937682751552 [9] => 0.51208300044704 [10] => 0.52478917337855 [11] => 0.53749534631007 [12] => 0.55020151924158 [13] => 0.56290769217309 [14] => 0.57561386510461 [15] => 0.58832003803612 [16] => 0.60102621096764 [17] => 0.61373238389915 [18] => 0.62643855683066 [19] => 0.63914472976218 [20] => 0.65185090269369 [21] => 0.66455707562521 [22] => 0.67726324855672 [23] => 0.68996942148824 [24] => 0.70267559441975 ) [Error] => Array ( [0] => -0.052549827520706 [1] => -0.010413981929765 [2] => 0.10307021391523 [3] => 0.015479845631568 [4] => -0.022040874424891 [5] => 0.015428434224664 [6] => 0.08689821307497 [7] => -0.00109117759933 [8] => -0.07925597942982 [9] => -0.069760044701463 [10] => 0.084271376551536 [11] => -0.0083217430483424 [12] => -0.063204630809757 [13] => -0.038251979815317 [14] => 0.072160185164222 [15] => -0.011863505630502 [16] => -0.079234561328513 [17] => -0.091157751207974 [18] => 0.10635714145866 [19] => -0.002456281808896 [20] => -0.092662713688917 [21] => 0.038476229108479 [22] => 0.090560249450796 [23] => 0.037653156480902 [24] => -0.028089992116835 ) [SquaredError] => Array ( [0] => 0.0027614843724559 [1] => 0.00010845101963348 [2] => 0.010623468996531 [3] => 0.00023962562077716 [4] => 0.00048580014541381 [5] => 0.0002380365826248 [6] => 0.0075512994356229 [7] => 1.1906685532796E-6 [8] => 0.00628151027538 [9] => 0.00486646383675 [10] => 0.0071016649058907 [11] => 6.9251407362636E-5 [12] => 0.0039948253557977 [13] => 0.0014632139597914 [14] => 0.0052070923229348 [15] => 0.00014074276584495 [16] => 0.0062781157089218 [17] => 0.0083097356052948 [18] => 0.011311841539258 [19] => 6.0333203247135E-6 [20] => 0.0085863785081943 [21] => 0.0014804202064082 [22] => 0.0082011587805903 [23] => 0.0014177601929753 [24] => 0.00078904765712388 ) [TotalError] => 0.30739549292566 [SumError] => 1.6653345369377E-16 [SumSquaredError] => 0.097514613190456 [ErrorVariance] => 0.0042397657908894 [StdErr] => 0.065113483940651 [SlopeStdErr] => 0.0072236924637575 [SlopeVal] => [YIntStdErr] => 0.025282923623151 [YIntTVal] => 15.731070108491 [R] => 0.82629988096885 [RSquared] => 0.68277149328914 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 7.035832710356 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.2045811755776 [1] => 1.2860071220795 [2] => 1.2331484676931 [3] => 1.2368394494739 [4] => 1.2674064187529 [5] => 1.3116691124006 [6] => 1.2586612233256 [7] => 1.2252058659659 [8] => 1.244475044689 [9] => 1.3559301870789 [10] => 1.3022226663177 [11] => 1.3156135319534 [12] => 1.3269295370435 [13] => 1.3984608496082 [14] => 1.3520859975016 [15] => 1.3294182205466 [16] => 1.3827372657613 [17] => 1.4876897349417 [18] => 1.4223107250018 [19] => 1.3904051564801 [20] => 1.46483219785 [21] => 1.515277603768 [22] => 1.4791576569792 [23] => 1.4810698065912 [24] => 1.5421280050673 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.3525705208979 [SumXX] => 81.25 [SumXY] => 4.0608121564991 [SumYY] => 0.23985677040118 [Slope] => 0.049979226541528 [YInt] => 1.2026328412734 [PredictedY] => Array ( [0] => 1.2026328412734 [1] => 1.2151276479087 [2] => 1.2276224545441 [3] => 1.2401172611795 [4] => 1.2526120678149 [5] => 1.2651068744503 [6] => 1.2776016810856 [7] => 1.290096487721 [8] => 1.3025912943564 [9] => 1.3150861009918 [10] => 1.3275809076272 [11] => 1.3400757142626 [12] => 1.3525705208979 [13] => 1.3650653275333 [14] => 1.3775601341687 [15] => 1.3900549408041 [16] => 1.4025497474395 [17] => 1.4150445540748 [18] => 1.4275393607102 [19] => 1.4400341673456 [20] => 1.452528973981 [21] => 1.4650237806164 [22] => 1.4775185872518 [23] => 1.4900133938871 [24] => 1.5025082005225 ) [Error] => Array ( [0] => 0.0019483343042186 [1] => 0.07087947417074 [2] => 0.0055260131489869 [3] => -0.0032778117055847 [4] => 0.014794350938024 [5] => 0.046562237950348 [6] => -0.01894045776004 [7] => -0.064890621755125 [8] => -0.058116249667397 [9] => 0.040844086087077 [10] => -0.025358241309507 [11] => -0.024462182309136 [12] => -0.025640983854432 [13] => 0.033395522074904 [14] => -0.025474136667115 [15] => -0.060636720257495 [16] => -0.019812481678134 [17] => 0.072645180866822 [18] => -0.0052286357084328 [19] => -0.04962901086553 [20] => 0.012303223868976 [21] => 0.050253823151584 [22] => 0.0016390697274351 [23] => -0.0089435872959811 [24] => 0.039619804544794 ) [SquaredError] => Array ( [0] => 3.7960065609949E-6 [1] => 0.0050238998587206 [2] => 3.0536821322776E-5 [3] => 1.0744049577268E-5 [4] => 0.0002188728196774 [5] => 0.0021680420029448 [6] => 0.00035874094015988 [7] => 0.0042107927917667 [8] => 0.0033774984754032 [9] => 0.0016682393682886 [10] => 0.00064304040231119 [11] => 0.00059839836332543 [12] => 0.00065746005302323 [13] => 0.0011152608946554 [14] => 0.00064893163893485 [15] => 0.0036768118435857 [16] => 0.0003925344302464 [17] => 0.0052773223031733 [18] => 2.7338631371499E-5 [19] => 0.0024630387194909 [20] => 0.00015136931757014 [21] => 0.0025254467413507 [22] => 2.6865495713942E-6 [23] => 7.9987753720835E-5 [24] => 0.0015697289121677 ) [TotalError] => 0.23985677040118 [SumError] => 4.4408920985006E-16 [SumSquaredError] => 0.036900519688921 [ErrorVariance] => 0.0016043704212574 [StdErr] => 0.040054593010758 [SlopeStdErr] => 0.0044436581205578 [SlopeVal] => [YIntStdErr] => 0.015552803421952 [YIntTVal] => 77.325791926096 [R] => 0.91986739374905 [RSquared] => 0.84615602208267 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 11.2473158793 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.40001963506516 [1] => 0.52621000384166 [2] => 0.45132580848952 [3] => 0.42651126136458 [4] => 0.47668674294564 [5] => 0.56086269472746 [6] => 0.48557947698468 [7] => 0.4201208480857 [8] => 0.44232295574557 [9] => 0.60906054993009 [10] => 0.52917360326172 [11] => 0.48699688843182 [12] => 0.52465571235778 [13] => 0.64777405026883 [14] => 0.57645653240562 [15] => 0.52179164963912 [16] => 0.52257463269118 [17] => 0.73279569828933 [18] => 0.63668844795328 [19] => 0.55918818900478 [20] => 0.70303330473369 [21] => 0.76782349800752 [22] => 0.72762257796914 [23] => 0.67458560230291 [24] => 0.77546480934574 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.5674130069537 [SumXX] => 81.25 [SumXY] => 4.1389683892832 [SumYY] => 0.30869835938472 [Slope] => 0.050941149406563 [YInt] => 0.41458955873401 [PredictedY] => Array ( [0] => 0.41458955873401 [1] => 0.42732484608565 [2] => 0.44006013343729 [3] => 0.45279542078893 [4] => 0.46553070814058 [5] => 0.47826599549222 [6] => 0.49100128284386 [7] => 0.5037365701955 [8] => 0.51647185754714 [9] => 0.52920714489878 [10] => 0.54194243225042 [11] => 0.55467771960206 [12] => 0.5674130069537 [13] => 0.58014829430534 [14] => 0.59288358165698 [15] => 0.60561886900862 [16] => 0.61835415636026 [17] => 0.6310894437119 [18] => 0.64382473106355 [19] => 0.65656001841519 [20] => 0.66929530576683 [21] => 0.68203059311847 [22] => 0.69476588047011 [23] => 0.70750116782175 [24] => 0.72023645517339 ) [Error] => Array ( [0] => -0.014569923668854 [1] => 0.098885157756011 [2] => 0.011265675052226 [3] => -0.026284159424359 [4] => 0.01115603480507 [5] => 0.082596699235249 [6] => -0.0054218058591779 [7] => -0.083615722109794 [8] => -0.074148901801563 [9] => 0.079853405031308 [10] => -0.012768828988696 [11] => -0.067680831170238 [12] => -0.042757294595924 [13] => 0.067625755963488 [14] => -0.016427049251362 [15] => -0.0838272193695 [16] => -0.095779523669087 [17] => 0.10170625457742 [18] => -0.0071362831102626 [19] => -0.097371829410411 [20] => 0.033737998966859 [21] => 0.085792904889049 [22] => 0.032856697499029 [23] => -0.032915565518835 [24] => 0.05522835417235 ) [SquaredError] => Array ( [0] => 0.00021228267571622 [1] => 0.0097782744244312 [2] => 0.00012691543438235 [3] => 0.00069085703664513 [4] => 0.00012445711257193 [5] => 0.0068222147245582 [6] => 2.9395978774616E-5 [7] => 0.0069915889839424 [8] => 0.0054980596383779 [9] => 0.0063765662950942 [10] => 0.00016304299374258 [11] => 0.0045806949078942 [12] => 0.0018281862411626 [13] => 0.0045732428696333 [14] => 0.00026984794710668 [15] => 0.0070270027072222 [16] => 0.0091737171542772 [17] => 0.010344162220168 [18] => 5.0926536629819E-5 [19] => 0.0094812731627301 [20] => 0.0011382525742878 [21] => 0.0073604225293015 [22] => 0.0010795625705427 [23] => 0.0010834344534247 [24] => 0.0030501711045865 ) [TotalError] => 0.30869835938472 [SumError] => 4.9960036108132E-16 [SumSquaredError] => 0.097854552277204 [ErrorVariance] => 0.0042545457511828 [StdErr] => 0.065226879054442 [SlopeStdErr] => 0.0072362725221316 [SlopeVal] => [YIntStdErr] => 0.025326953827461 [YIntTVal] => 16.369499528384 [R] => 0.82644368223452 [RSquared] => 0.68300915990535 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 7.0396947117128 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.2860071220795 [1] => 1.2331484676931 [2] => 1.2368394494739 [3] => 1.2674064187529 [4] => 1.3116691124006 [5] => 1.2586612233256 [6] => 1.2252058659659 [7] => 1.244475044689 [8] => 1.3559301870789 [9] => 1.3022226663177 [10] => 1.3156135319534 [11] => 1.3269295370435 [12] => 1.3984608496082 [13] => 1.3520859975016 [14] => 1.3294182205466 [15] => 1.3827372657613 [16] => 1.4876897349417 [17] => 1.4223107250018 [18] => 1.3904051564801 [19] => 1.46483219785 [20] => 1.515277603768 [21] => 1.4791576569792 [22] => 1.4810698065912 [23] => 1.5421280050673 [24] => 1.6232286092159 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.3693164182435 [SumXX] => 81.25 [SumXY] => 4.3918210491618 [SumYY] => 0.28420109789707 [Slope] => 0.054053182143529 [YInt] => 1.2071568718129 [PredictedY] => Array ( [0] => 1.2071568718129 [1] => 1.2206701673488 [2] => 1.2341834628846 [3] => 1.2476967584205 [4] => 1.2612100539564 [5] => 1.2747233494923 [6] => 1.2882366450282 [7] => 1.3017499405641 [8] => 1.3152632360999 [9] => 1.3287765316358 [10] => 1.3422898271717 [11] => 1.3558031227076 [12] => 1.3693164182435 [13] => 1.3828297137794 [14] => 1.3963430093152 [15] => 1.4098563048511 [16] => 1.423369600387 [17] => 1.4368828959229 [18] => 1.4503961914588 [19] => 1.4639094869946 [20] => 1.4774227825305 [21] => 1.4909360780664 [22] => 1.5044493736023 [23] => 1.5179626691382 [24] => 1.5314759646741 ) [Error] => Array ( [0] => 0.078850250266594 [1] => 0.012478300344341 [2] => 0.0026559865892688 [3] => 0.019709660332377 [4] => 0.050459058444201 [5] => -0.016062126166688 [6] => -0.063030779062273 [7] => -0.057274895875045 [8] => 0.040666950978928 [9] => -0.026553865318156 [10] => -0.026676295218286 [11] => -0.028873585664082 [12] => 0.029144431364754 [13] => -0.030743716277766 [14] => -0.066924788768646 [15] => -0.027119039089786 [16] => 0.06432013455467 [17] => -0.014572170921085 [18] => -0.059991034978682 [19] => 0.00092271085532314 [20] => 0.037854821237431 [21] => -0.011778421087218 [22] => -0.023379567011135 [23] => 0.02416533592914 [24] => 0.091752644541816 ) [SquaredError] => Array ( [0] => 0.0062173619671045 [1] => 0.00015570797948357 [2] => 7.0542647623757E-6 [3] => 0.00038847071041766 [4] => 0.0025461165790753 [5] => 0.00025799189699461 [6] => 0.003972879109197 [7] => 0.0032804136974973 [8] => 0.0016538009019226 [9] => 0.00070510776333478 [10] => 0.00071162472657315 [11] => 0.00083368394910106 [12] => 0.00084939787957488 [13] => 0.00094517609056776 [14] => 0.0044789273517278 [15] => 0.00073544228115332 [16] => 0.0041370797091309 [17] => 0.00021234816535331 [18] => 0.0035989242778135 [19] => 8.5139532253116E-7 [20] => 0.0014329874909178 [21] => 0.00013873120330783 [22] => 0.00054660415362815 [23] => 0.0005839634605682 [24] => 0.0084185477804168 ) [TotalError] => 0.28420109789707 [SumError] => -3.5527136788005E-15 [SumSquaredError] => 0.046809194784947 [ErrorVariance] => 0.0020351823819542 [StdErr] => 0.045112995710263 [SlopeStdErr] => 0.0050048375145582 [SlopeVal] => [YIntStdErr] => 0.017516931300954 [YIntTVal] => 68.913718451768 [R] => 0.91394502974461 [RSquared] => 0.83529551739487 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 10.800187216128 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.52621000384166 [1] => 0.45132580848952 [2] => 0.42651126136458 [3] => 0.47668674294564 [4] => 0.56086269472746 [5] => 0.48557947698468 [6] => 0.4201208480857 [7] => 0.44232295574557 [8] => 0.60906054993009 [9] => 0.52917360326172 [10] => 0.48699688843182 [11] => 0.52465571235778 [12] => 0.64777405026883 [13] => 0.57645653240562 [14] => 0.52179164963912 [15] => 0.52257463269118 [16] => 0.73279569828933 [17] => 0.63668844795328 [18] => 0.55918818900478 [19] => 0.70303330473369 [20] => 0.76782349800752 [21] => 0.72762257796914 [22] => 0.67458560230291 [23] => 0.77546480934574 [24] => 0.88263836169604 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.58671775601894 [SumXX] => 81.25 [SumXY] => 4.5406159948725 [SumYY] => 0.37072800929315 [Slope] => 0.055884504552277 [YInt] => 0.41906424236211 [PredictedY] => Array ( [0] => 0.41906424236211 [1] => 0.43303536850017 [2] => 0.44700649463824 [3] => 0.46097762077631 [4] => 0.47494874691438 [5] => 0.48891987305245 [6] => 0.50289099919052 [7] => 0.51686212532859 [8] => 0.53083325146666 [9] => 0.54480437760473 [10] => 0.5587755037428 [11] => 0.57274662988087 [12] => 0.58671775601894 [13] => 0.60068888215701 [14] => 0.61466000829507 [15] => 0.62863113443314 [16] => 0.64260226057121 [17] => 0.65657338670928 [18] => 0.67054451284735 [19] => 0.68451563898542 [20] => 0.69848676512349 [21] => 0.71245789126156 [22] => 0.72642901739963 [23] => 0.7404001435377 [24] => 0.75437126967577 ) [Error] => Array ( [0] => 0.10714576147956 [1] => 0.018290439989345 [2] => -0.020495233273669 [3] => 0.015709122169331 [4] => 0.085913947813082 [5] => -0.0033403960677731 [6] => -0.082770151104818 [7] => -0.074539169583016 [8] => 0.078227298463428 [9] => -0.015630774343006 [10] => -0.071778615310975 [11] => -0.04809091752309 [12] => 0.061056294249894 [13] => -0.024232349751385 [14] => -0.092868358655951 [15] => -0.10605650174197 [16] => 0.090193437718116 [17] => -0.019884938755999 [18] => -0.11135632384258 [19] => 0.018517665748265 [20] => 0.069336732884027 [21] => 0.015164686707578 [22] => -0.051843415096714 [23] => 0.035064665808042 [24] => 0.12826709202027 ) [SquaredError] => Array ( [0] => 0.011480214203034 [1] => 0.00033454019500381 [2] => 0.00042005458694211 [3] => 0.00024677651933098 [4] => 0.007381206428829 [5] => 1.1158245889594E-5 [6] => 0.0068508979139144 [7] => 0.0055560878021256 [8] => 0.0061195102248862 [9] => 0.00024432110656196 [10] => 0.005152169615961 [11] => 0.0023127363482126 [12] => 0.0037278710675296 [13] => 0.00058720677447346 [14] => 0.0086245320394503 [15] => 0.011247981561744 [16] => 0.0081348562074117 [17] => 0.00039541078932985 [18] => 0.012400230859733 [19] => 0.00034290394476448 [20] => 0.0048075825270309 [21] => 0.00022996772293901 [22] => 0.0026877396888902 [23] => 0.0012295307882297 [24] => 0.016452446895337 ) [TotalError] => 0.37072800929315 [SumError] => 1.6653345369377E-16 [SumSquaredError] => 0.11697793405755 [ErrorVariance] => 0.0050859971329371 [StdErr] => 0.071316177217635 [SlopeStdErr] => 0.0079118194993311 [SlopeVal] => [YIntStdErr] => 0.027691368247659 [YIntTVal] => 15.133388809617 [R] => 0.8273235565759 [RSquared] => 0.6844642672654 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 7.0634200586858 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.2331484676931 [1] => 1.2368394494739 [2] => 1.2674064187529 [3] => 1.3116691124006 [4] => 1.2586612233256 [5] => 1.2252058659659 [6] => 1.244475044689 [7] => 1.3559301870789 [8] => 1.3022226663177 [9] => 1.3156135319534 [10] => 1.3269295370435 [11] => 1.3984608496082 [12] => 1.3520859975016 [13] => 1.3294182205466 [14] => 1.3827372657613 [15] => 1.4876897349417 [16] => 1.4223107250018 [17] => 1.3904051564801 [18] => 1.46483219785 [19] => 1.515277603768 [20] => 1.4791576569792 [21] => 1.4810698065912 [22] => 1.5421280050673 [23] => 1.6232286092159 [24] => 1.586227118475 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.3813252180993 [SumXX] => 81.25 [SumXY] => 4.7717979373232 [SumYY] => 0.32070562909522 [Slope] => 0.058729820767055 [YInt] => 1.2051357557981 [PredictedY] => Array ( [0] => 1.2051357557981 [1] => 1.2198182109899 [2] => 1.2345006661816 [3] => 1.2491831213734 [4] => 1.2638655765652 [5] => 1.2785480317569 [6] => 1.2932304869487 [7] => 1.3079129421405 [8] => 1.3225953973322 [9] => 1.337277852524 [10] => 1.3519603077158 [11] => 1.3666427629075 [12] => 1.3813252180993 [13] => 1.3960076732911 [14] => 1.4106901284828 [15] => 1.4253725836746 [16] => 1.4400550388663 [17] => 1.4547374940581 [18] => 1.4694199492499 [19] => 1.4841024044416 [20] => 1.4987848596334 [21] => 1.5134673148252 [22] => 1.5281497700169 [23] => 1.5428322252087 [24] => 1.5575146804005 ) [Error] => Array ( [0] => 0.028012711894981 [1] => 0.017021238484028 [2] => 0.032905752571254 [3] => 0.062485991027197 [4] => -0.0052043532395736 [5] => -0.053342165791039 [6] => -0.048755442259693 [7] => 0.048017244938399 [8] => -0.020372731014567 [9] => -0.021664320570578 [10] => -0.025030770672255 [11] => 0.031818086700699 [12] => -0.029239220597702 [13] => -0.066589452744464 [14] => -0.027952862721485 [15] => 0.062317151267089 [16] => -0.017744313864547 [17] => -0.064332337578026 [18] => -0.0045877513999022 [19] => 0.031175199326324 [20] => -0.019627202654207 [21] => -0.032397508234004 [22] => 0.013978235050389 [23] => 0.080396384007183 [24] => 0.028712438074497 ) [SquaredError] => Array ( [0] => 0.00078471202771122 [1] => 0.00028972255953015 [2] => 0.0010827885522806 [3] => 0.003904499074651 [4] => 2.708529264226E-5 [5] => 0.0028453866512787 [6] => 0.0023770931499383 [7] => 0.0023056558114742 [8] => 0.00041504816899191 [9] => 0.00046934278578479 [10] => 0.00062653948044704 [11] => 0.0010123906412932 [12] => 0.0008549320211611 [13] => 0.0044341552168072 [14] => 0.00078136253432619 [15] => 0.0038834273420453 [16] => 0.00031486067452356 [17] => 0.0041386496582531 [18] => 2.1047462907305E-5 [19] => 0.00097189305303604 [20] => 0.00038522708402929 [21] => 0.0010495985397724 [22] => 0.00019539105512393 [23] => 0.0064635785614305 [24] => 0.00082440410018184 ) [TotalError] => 0.32070562909522 [SumError] => -3.7747582837255E-15 [SumSquaredError] => 0.040458791499621 [ErrorVariance] => 0.0017590778912879 [StdErr] => 0.041941362534947 [SlopeStdErr] => 0.0046529764056177 [SlopeVal] => [YIntStdErr] => 0.016285417419662 [YIntTVal] => 74.000912886833 [R] => 0.93479648105754 [RSquared] => 0.87384446099757 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 12.621989807674 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.45132580848952 [1] => 0.42651126136458 [2] => 0.47668674294564 [3] => 0.56086269472746 [4] => 0.48557947698468 [5] => 0.4201208480857 [6] => 0.44232295574557 [7] => 0.60906054993009 [8] => 0.52917360326172 [9] => 0.48699688843182 [10] => 0.52465571235778 [11] => 0.64777405026883 [12] => 0.57645653240562 [13] => 0.52179164963912 [14] => 0.52257463269118 [15] => 0.73279569828933 [16] => 0.63668844795328 [17] => 0.55918818900478 [18] => 0.70303330473369 [19] => 0.76782349800752 [20] => 0.72762257796914 [21] => 0.67458560230291 [22] => 0.77546480934574 [23] => 0.88263836169604 [24] => 0.83531000086906 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.59908175590003 [SumXX] => 81.25 [SumXY] => 5.0897425348467 [SumYY] => 0.42504321309273 [Slope] => 0.062642985044267 [YInt] => 0.41115280076723 [PredictedY] => Array ( [0] => 0.41115280076723 [1] => 0.4268135470283 [2] => 0.44247429328936 [3] => 0.45813503955043 [4] => 0.4737957858115 [5] => 0.48945653207256 [6] => 0.50511727833363 [7] => 0.5207780245947 [8] => 0.53643877085576 [9] => 0.55209951711683 [10] => 0.5677602633779 [11] => 0.58342100963897 [12] => 0.59908175590003 [13] => 0.6147425021611 [14] => 0.63040324842217 [15] => 0.64606399468323 [16] => 0.6617247409443 [17] => 0.67738548720537 [18] => 0.69304623346643 [19] => 0.7087069797275 [20] => 0.72436772598857 [21] => 0.74002847224963 [22] => 0.7556892185107 [23] => 0.77134996477177 [24] => 0.78701071103283 ) [Error] => Array ( [0] => 0.04017300772229 [1] => -0.00030228566372131 [2] => 0.034212449656281 [3] => 0.10272765517703 [4] => 0.011783691173182 [5] => -0.069335683986861 [6] => -0.062794322588056 [7] => 0.088282525335389 [8] => -0.0072651675940416 [9] => -0.065102628685009 [10] => -0.043104551020121 [11] => 0.064353040629865 [12] => -0.022625223494412 [13] => -0.092950852521975 [14] => -0.10782861573099 [15] => 0.086731703606096 [16] => -0.025036292991017 [17] => -0.11819729820059 [18] => 0.0099870712672526 [19] => 0.059116518280017 [20] => 0.0032548519805703 [21] => -0.06544286994672 [22] => 0.019775590835038 [23] => 0.11128839692427 [24] => 0.048299289836228 ) [SquaredError] => Array ( [0] => 0.0016138705494552 [1] => 9.1376622491435E-8 [2] => 0.0011704917114836 [3] => 0.010552971138172 [4] => 0.00013885537766492 [5] => 0.0048074370739259 [6] => 0.0039431269492929 [7] => 0.0077938042795936 [8] => 5.2782660169512E-5 [9] => 0.0042383522616982 [10] => 0.0018580023186462 [11] => 0.004141313838309 [12] => 0.00051190073817209 [13] => 0.008639860984562 [14] => 0.011627010370461 [15] => 0.0075223884104158 [16] => 0.00062681596673204 [17] => 0.013970601301919 [18] => 9.9741592497183E-5 [19] => 0.0034947627335515 [20] => 1.0594061415422E-5 [21] => 0.0042827692268633 [22] => 0.00039107399287486 [23] => 0.012385107289974 [24] => 0.002332821398684 ) [TotalError] => 0.42504321309273 [SumError] => 6.1062266354384E-16 [SumSquaredError] => 0.10620654760316 [ErrorVariance] => 0.0046176759827459 [StdErr] => 0.067953483963267 [SlopeStdErr] => 0.0075387621777224 [SlopeVal] => [YIntStdErr] => 0.026385667622028 [YIntTVal] => 15.582429319468 [R] => 0.86609909792191 [RSquared] => 0.75012764742115 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 8.3094523434341 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.2368394494739 [1] => 1.2674064187529 [2] => 1.3116691124006 [3] => 1.2586612233256 [4] => 1.2252058659659 [5] => 1.244475044689 [6] => 1.3559301870789 [7] => 1.3022226663177 [8] => 1.3156135319534 [9] => 1.3269295370435 [10] => 1.3984608496082 [11] => 1.3520859975016 [12] => 1.3294182205466 [13] => 1.3827372657613 [14] => 1.4876897349417 [15] => 1.4223107250018 [16] => 1.3904051564801 [17] => 1.46483219785 [18] => 1.515277603768 [19] => 1.4791576569792 [20] => 1.4810698065912 [21] => 1.5421280050673 [22] => 1.6232286092159 [23] => 1.586227118475 [24] => 1.5149194664903 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.3925960580512 [SumXX] => 81.25 [SumXY] => 4.6910062436762 [SumYY] => 0.31342090710692 [Slope] => 0.05773546146063 [YInt] => 1.2193896736693 [PredictedY] => Array ( [0] => 1.2193896736693 [1] => 1.2338235390344 [2] => 1.2482574043996 [3] => 1.2626912697648 [4] => 1.2771251351299 [5] => 1.2915590004951 [6] => 1.3059928658602 [7] => 1.3204267312254 [8] => 1.3348605965905 [9] => 1.3492944619557 [10] => 1.3637283273209 [11] => 1.378162192686 [12] => 1.3925960580512 [13] => 1.4070299234163 [14] => 1.4214637887815 [15] => 1.4358976541466 [16] => 1.4503315195118 [17] => 1.464765384877 [18] => 1.4791992502421 [19] => 1.4936331156073 [20] => 1.5080669809724 [21] => 1.5225008463376 [22] => 1.5369347117028 [23] => 1.5513685770679 [24] => 1.5658024424331 ) [Error] => Array ( [0] => 0.017449775804629 [1] => 0.033582879718461 [2] => 0.06341170800101 [3] => -0.0040300464391541 [4] => -0.051919269164014 [5] => -0.047083955806062 [6] => 0.049937321218637 [7] => -0.018204064907723 [8] => -0.019247064637128 [9] => -0.022364924912199 [10] => 0.034732522287362 [11] => -0.026076195184433 [12] => -0.063177837504589 [13] => -0.024292657655004 [14] => 0.066225946160177 [15] => -0.013586929144854 [16] => -0.059926363031726 [17] => 6.6812973003705E-5 [18] => 0.036078353525836 [19] => -0.014475458628088 [20] => -0.02699717438128 [21] => 0.01962715872972 [22] => 0.08629389751312 [23] => 0.03485854140704 [24] => -0.050882975942751 ) [SquaredError] => Array ( [0] => 0.0003044946756318 [1] => 0.0011278098101846 [2] => 0.0040210447116054 [3] => 1.6241274301738E-5 [4] => 0.0026956105105253 [5] => 0.0022168988943472 [6] => 0.0024937360504933 [7] => 0.0003313879791646 [8] => 0.00037044949714579 [9] => 0.00050018986632829 [10] => 0.0012063481044421 [11] => 0.00067996795529667 [12] => 0.0039914391517562 [13] => 0.00059013321594321 [14] => 0.0043858759448106 [15] => 0.00018460464358728 [16] => 0.0035911689862102 [17] => 4.4639733615938E-9 [18] => 0.0013016475931352 [19] => 0.00020953890249349 [20] => 0.00072884742457324 [21] => 0.00038522535980162 [22] => 0.0074466367480049 [23] => 0.0012151179090263 [24] => 0.0025890772407905 ) [TotalError] => 0.31342090710692 [SumError] => -8.8817841970013E-15 [SumSquaredError] => 0.042583496913573 [ErrorVariance] => 0.0018514563875467 [StdErr] => 0.043028553165853 [SlopeStdErr] => 0.0047735893768773 [SlopeVal] => [YIntStdErr] => 0.016707562819071 [YIntTVal] => 72.984293811988 [R] => 0.92958764844067 [RSquared] => 0.86413319613345 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 12.094769135421 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.42651126136458 [1] => 0.47668674294564 [2] => 0.56086269472746 [3] => 0.48557947698468 [4] => 0.4201208480857 [5] => 0.44232295574557 [6] => 0.60906054993009 [7] => 0.52917360326172 [8] => 0.48699688843182 [9] => 0.52465571235778 [10] => 0.64777405026883 [11] => 0.57645653240562 [12] => 0.52179164963912 [13] => 0.52257463269118 [14] => 0.73279569828933 [15] => 0.63668844795328 [16] => 0.55918818900478 [17] => 0.70303330473369 [18] => 0.76782349800752 [19] => 0.72762257796914 [20] => 0.67458560230291 [21] => 0.77546480934574 [22] => 0.88263836169604 [23] => 0.83531000086906 [24] => 0.7052648623174 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.60923931805315 [SumXX] => 81.25 [SumXY] => 4.9280850250147 [SumYY] => 0.41190684346364 [Slope] => 0.060653354154027 [YInt] => 0.42727925559107 [PredictedY] => Array ( [0] => 0.42727925559107 [1] => 0.44244259412957 [2] => 0.45760593266808 [3] => 0.47276927120659 [4] => 0.48793260974509 [5] => 0.5030959482836 [6] => 0.51825928682211 [7] => 0.53342262536061 [8] => 0.54858596389912 [9] => 0.56374930243763 [10] => 0.57891264097613 [11] => 0.59407597951464 [12] => 0.60923931805315 [13] => 0.62440265659165 [14] => 0.63956599513016 [15] => 0.65472933366867 [16] => 0.66989267220717 [17] => 0.68505601074568 [18] => 0.70021934928419 [19] => 0.71538268782269 [20] => 0.7305460263612 [21] => 0.74570936489971 [22] => 0.76087270343821 [23] => 0.77603604197672 [24] => 0.79119938051523 ) [Error] => Array ( [0] => -0.0007679942264916 [1] => 0.034244148816071 [2] => 0.10325676205938 [3] => 0.012810205778092 [4] => -0.067811761659391 [5] => -0.060772992538026 [6] => 0.09080126310798 [7] => -0.0042490220988909 [8] => -0.061589075467298 [9] => -0.03909359007985 [10] => 0.068861409292696 [11] => -0.017619447109021 [12] => -0.087447668414024 [13] => -0.10182802390048 [14] => 0.093229703159168 [15] => -0.018040885715385 [16] => -0.1107044832024 [17] => 0.017977293988005 [18] => 0.067604148723329 [19] => 0.012239890146443 [20] => -0.055960424058287 [21] => 0.029755444446031 [22] => 0.12176565825782 [23] => 0.059273958892341 [24] => -0.085934518197824 ) [SquaredError] => Array ( [0] => 5.8981513192443E-7 [1] => 0.0011726617281372 [2] => 0.010661958910988 [3] => 0.00016410137207705 [4] => 0.00459843501935 [5] => 0.0036933566220269 [6] => 0.0082448693820046 [7] => 1.8054188796863E-5 [8] => 0.0037932142169165 [9] => 0.0015283087853314 [10] => 0.0047418936897762 [11] => 0.00031044491642757 [12] => 0.0076470947110491 [13] => 0.010368946451476 [14] => 0.0086917775511466 [15] => 0.00032547355739558 [16] => 0.01225548260111 [17] => 0.00032318309913116 [18] => 0.004570320924606 [19] => 0.00014981491079699 [20] => 0.0031315690607833 [21] => 0.00088538647418086 [22] => 0.014826875530961 [23] => 0.003513402202771 [24] => 0.0073847414178921 ) [TotalError] => 0.41190684346364 [SumError] => 1.4432899320127E-15 [SumSquaredError] => 0.11300195714026 [ErrorVariance] => 0.0049131285713159 [StdErr] => 0.070093712780219 [SlopeStdErr] => 0.0077761992466685 [SlopeVal] => [YIntStdErr] => 0.02721669736334 [YIntTVal] => 15.69915886145 [R] => 0.85185760242814 [RSquared] => 0.72566137481462 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 7.7998714063316 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.2674064187529 [1] => 1.3116691124006 [2] => 1.2586612233256 [3] => 1.2252058659659 [4] => 1.244475044689 [5] => 1.3559301870789 [6] => 1.3022226663177 [7] => 1.3156135319534 [8] => 1.3269295370435 [9] => 1.3984608496082 [10] => 1.3520859975016 [11] => 1.3294182205466 [12] => 1.3827372657613 [13] => 1.4876897349417 [14] => 1.4223107250018 [15] => 1.3904051564801 [16] => 1.46483219785 [17] => 1.515277603768 [18] => 1.4791576569792 [19] => 1.4810698065912 [20] => 1.5421280050673 [21] => 1.6232286092159 [22] => 1.586227118475 [23] => 1.5149194664903 [24] => 1.5255889546048 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.4041460382564 [SumXX] => 81.25 [SumXY] => 4.5837759554611 [SumYY] => 0.30351284545662 [Slope] => 0.056415704067213 [YInt] => 1.2348989260548 [PredictedY] => Array ( [0] => 1.2348989260548 [1] => 1.2490028520716 [2] => 1.2631067780884 [3] => 1.2772107041052 [4] => 1.291314630122 [5] => 1.3054185561388 [6] => 1.3195224821556 [7] => 1.3336264081724 [8] => 1.3477303341892 [9] => 1.361834260206 [10] => 1.3759381862228 [11] => 1.3900421122396 [12] => 1.4041460382564 [13] => 1.4182499642732 [14] => 1.43235389029 [15] => 1.4464578163068 [16] => 1.4605617423236 [17] => 1.4746656683404 [18] => 1.4887695943572 [19] => 1.502873520374 [20] => 1.5169774463908 [21] => 1.5310813724076 [22] => 1.5451852984244 [23] => 1.5592892244412 [24] => 1.5733931504581 ) [Error] => Array ( [0] => 0.032507492698131 [1] => 0.062666260329034 [2] => -0.004445554762776 [3] => -0.052004838139281 [4] => -0.046839585432975 [5] => 0.050511630940078 [6] => -0.017299815837928 [7] => -0.018012876218978 [8] => -0.020800797145695 [9] => 0.03662658940222 [10] => -0.023852188721221 [11] => -0.060623891693022 [12] => -0.021408772495082 [13] => 0.069439770668452 [14] => -0.010043165288224 [15] => -0.056052659826742 [16] => 0.0042704555263426 [17] => 0.040611935427529 [18] => -0.0096119373780408 [19] => -0.021803713782878 [20] => 0.025150558676476 [21] => 0.092147236808231 [22] => 0.041041820050505 [23] => -0.044369757950931 [24] => -0.047804195853229 ) [SquaredError] => Array ( [0] => 0.001056737081519 [1] => 0.0039270601836263 [2] => 1.976295714884E-5 [3] => 0.0027045031898929 [4] => 0.002193946763533 [5] => 0.0025514248602266 [6] => 0.00029928362802621 [7] => 0.00032446370968024 [8] => 0.00043267316189635 [9] => 0.0013415070512388 [10] => 0.00056892690679272 [11] => 0.0036752562440072 [12] => 0.00045833553974619 [13] => 0.0048218817504873 [14] => 0.00010086516900658 [15] => 0.0031419006736524 [16] => 1.823679040247E-5 [17] => 0.0016493292991698 [18] => 9.2389340159377E-5 [19] => 0.00047540193472567 [20] => 0.00063255060173887 [21] => 0.0084911132513922 [22] => 0.001684430993058 [23] => 0.0019686754206242 [24] => 0.0022852411411738 ) [TotalError] => 0.30351284545662 [SumError] => -3.1086244689504E-15 [SumSquaredError] => 0.044915897642925 [ErrorVariance] => 0.0019528651149098 [StdErr] => 0.04419123346219 [SlopeStdErr] => 0.0049025771745823 [SlopeVal] => [YIntStdErr] => 0.017159020111038 [YIntTVal] => 71.967916469797 [R] => 0.92304560585864 [RSquared] => 0.85201319049495 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 11.507356653089 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.47668674294564 [1] => 0.56086269472746 [2] => 0.48557947698468 [3] => 0.4201208480857 [4] => 0.44232295574557 [5] => 0.60906054993009 [6] => 0.52917360326172 [7] => 0.48699688843182 [8] => 0.52465571235778 [9] => 0.64777405026883 [10] => 0.57645653240562 [11] => 0.52179164963912 [12] => 0.52257463269118 [13] => 0.73279569828933 [14] => 0.63668844795328 [15] => 0.55918818900478 [16] => 0.70303330473369 [17] => 0.76782349800752 [18] => 0.72762257796914 [19] => 0.67458560230291 [20] => 0.77546480934574 [21] => 0.88263836169604 [22] => 0.83531000086906 [23] => 0.7052648623174 [24] => 0.75898754686762 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.62253836947327 [SumXX] => 81.25 [SumXY] => 4.7834635272202 [SumYY] => 0.39652021357865 [Slope] => 0.058873397258095 [YInt] => 0.44591817769898 [PredictedY] => Array ( [0] => 0.44591817769898 [1] => 0.46063652701351 [2] => 0.47535487632803 [3] => 0.49007322564255 [4] => 0.50479157495708 [5] => 0.5195099242716 [6] => 0.53422827358613 [7] => 0.54894662290065 [8] => 0.56366497221517 [9] => 0.5783833215297 [10] => 0.59310167084422 [11] => 0.60782002015875 [12] => 0.62253836947327 [13] => 0.63725671878779 [14] => 0.65197506810232 [15] => 0.66669341741684 [16] => 0.68141176673136 [17] => 0.69613011604589 [18] => 0.71084846536041 [19] => 0.72556681467494 [20] => 0.74028516398946 [21] => 0.75500351330398 [22] => 0.76972186261851 [23] => 0.78444021193303 [24] => 0.79915856124755 ) [Error] => Array ( [0] => 0.030768565246661 [1] => 0.10022616771396 [2] => 0.010224600656648 [3] => -0.069952377556852 [4] => -0.062468619211504 [5] => 0.089550625658484 [6] => -0.0050546703244034 [7] => -0.061949734468828 [8] => -0.039009259857397 [9] => 0.069390728739132 [10] => -0.016645138438601 [11] => -0.086028370519622 [12] => -0.099963736782092 [13] => 0.095538979501536 [14] => -0.015286620149034 [15] => -0.10750522841207 [16] => 0.021621538002321 [17] => 0.071693381961629 [18] => 0.016774112608725 [19] => -0.050981212372022 [20] => 0.035179645356279 [21] => 0.12763484839206 [22] => 0.065588138250555 [23] => -0.079175349615627 [24] => -0.040171014379936 ) [SquaredError] => Array ( [0] => 0.00094670460733805 [1] => 0.010045284694626 [2] => 0.00010454245858792 [3] => 0.0048933351258564 [4] => 0.0039023283861919 [5] => 0.008019314555826 [6] => 2.5549692088405E-5 [7] => 0.0038377696007582 [8] => 0.0015217223546219 [9] => 0.0048150732349478 [10] => 0.00027706063364021 [11] => 0.0074008805342614 [12] => 0.0099927486714394 [13] => 0.0091276966041949 [14] => 0.00023368075558086 [15] => 0.01155737413593 [16] => 0.00046749090558583 [17] => 0.005139941017096 [18] => 0.00028137085381019 [19] => 0.0025990840149212 [20] => 0.0012376074473936 [21] => 0.016290654524063 [22] => 0.004301803879174 [23] => 0.0062687359867567 [24] => 0.001613710396313 ) [TotalError] => 0.39652021357865 [SumError] => 2.7755575615629E-16 [SumSquaredError] => 0.114901465071 [ErrorVariance] => 0.0049957158726523 [StdErr] => 0.070680378271854 [SlopeStdErr] => 0.0078412839393341 [SlopeVal] => [YIntStdErr] => 0.027444493787669 [YIntTVal] => 16.24800155357 [R] => 0.84274874873358 [RSquared] => 0.71022545349201 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 7.5081323050641 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.3116691124006 [1] => 1.2586612233256 [2] => 1.2252058659659 [3] => 1.244475044689 [4] => 1.3559301870789 [5] => 1.3022226663177 [6] => 1.3156135319534 [7] => 1.3269295370435 [8] => 1.3984608496082 [9] => 1.3520859975016 [10] => 1.3294182205466 [11] => 1.3827372657613 [12] => 1.4876897349417 [13] => 1.4223107250018 [14] => 1.3904051564801 [15] => 1.46483219785 [16] => 1.515277603768 [17] => 1.4791576569792 [18] => 1.4810698065912 [19] => 1.5421280050673 [20] => 1.6232286092159 [21] => 1.586227118475 [22] => 1.5149194664903 [23] => 1.5255889546048 [24] => 1.587486465411 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.4169492401227 [SumXX] => 81.25 [SumXY] => 4.6893934735383 [SumYY] => 0.31433078469313 [Slope] => 0.05771561198201 [YInt] => 1.2438024041767 [PredictedY] => Array ( [0] => 1.2438024041767 [1] => 1.2582313071722 [2] => 1.2726602101677 [3] => 1.2870891131632 [4] => 1.3015180161587 [5] => 1.3159469191542 [6] => 1.3303758221497 [7] => 1.3448047251452 [8] => 1.3592336281407 [9] => 1.3736625311362 [10] => 1.3880914341317 [11] => 1.4025203371272 [12] => 1.4169492401227 [13] => 1.4313781431182 [14] => 1.4458070461137 [15] => 1.4602359491092 [16] => 1.4746648521047 [17] => 1.4890937551002 [18] => 1.5035226580958 [19] => 1.5179515610913 [20] => 1.5323804640868 [21] => 1.5468093670823 [22] => 1.5612382700778 [23] => 1.5756671730733 [24] => 1.5900960760688 ) [Error] => Array ( [0] => 0.067866708223906 [1] => 0.00042991615339649 [2] => -0.047454344201808 [3] => -0.042614068474201 [4] => 0.054412170920153 [5] => -0.013724252836552 [6] => -0.014762290196302 [7] => -0.017875188101718 [8] => 0.039227221467498 [9] => -0.021576533634642 [10] => -0.058673213585142 [11] => -0.019783071365902 [12] => 0.070740494818933 [13] => -0.0090674181164418 [14] => -0.055401889633659 [15] => 0.0045962487407258 [16] => 0.040612751663214 [17] => -0.0099360981210559 [18] => -0.022452851504593 [19] => 0.024176443976062 [20] => 0.090848145129118 [21] => 0.039417751392693 [22] => -0.046318803587443 [23] => -0.050078218468439 [24] => -0.0026096106578011 ) [SquaredError] => Array ( [0] => 0.0046058900851488 [1] => 1.8482789895124E-7 [2] => 0.0022519147836237 [3] => 0.0018159588319239 [4] => 0.0029606843442439 [5] => 0.00018835511592161 [6] => 0.00021792521183983 [7] => 0.0003195223496718 [8] => 0.0015387749040601 [9] => 0.00046554680368684 [10] => 0.0034425459924077 [11] => 0.00039136991266838 [12] => 0.0050042176072275 [13] => 8.2218071298378E-5 [14] => 0.0030693693749802 [15] => 2.1125502486624E-5 [16] => 0.0016493955976579 [17] => 9.872604587125E-5 [18] => 0.00050413054068729 [19] => 0.00058450044332768 [20] => 0.0082533854734012 [21] => 0.0015537591248561 [22] => 0.0021454315657721 [23] => 0.0025078279649727 [24] => 6.810067785309E-6 ) [TotalError] => 0.31433078469313 [SumError] => -1.5543122344752E-15 [SumSquaredError] => 0.04367957054342 [ErrorVariance] => 0.0018991117627574 [StdErr] => 0.043578799464388 [SlopeStdErr] => 0.0048346337228312 [SlopeVal] => [YIntStdErr] => 0.016921218029909 [YIntTVal] => 73.505488906189 [R] => 0.92792212821004 [RSquared] => 0.86103947602185 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 11.937949241005 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.56086269472746 [1] => 0.48557947698468 [2] => 0.4201208480857 [3] => 0.44232295574557 [4] => 0.60906054993009 [5] => 0.52917360326172 [6] => 0.48699688843182 [7] => 0.52465571235778 [8] => 0.64777405026883 [9] => 0.57645653240562 [10] => 0.52179164963912 [11] => 0.52257463269118 [12] => 0.73279569828933 [13] => 0.63668844795328 [14] => 0.55918818900478 [15] => 0.70303330473369 [16] => 0.76782349800752 [17] => 0.72762257796914 [18] => 0.67458560230291 [19] => 0.77546480934574 [20] => 0.88263836169604 [21] => 0.83531000086906 [22] => 0.7052648623174 [23] => 0.75898754686762 [24] => 0.82555593229036 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.63649313704706 [SumXX] => 81.25 [SumXY] => 4.9184984294567 [SumYY] => 0.41159525897913 [Slope] => 0.060535365285621 [YInt] => 0.45488704119019 [PredictedY] => Array ( [0] => 0.45488704119019 [1] => 0.4700208825116 [2] => 0.485154723833 [3] => 0.50028856515441 [4] => 0.51542240647582 [5] => 0.53055624779722 [6] => 0.54569008911863 [7] => 0.56082393044003 [8] => 0.57595777176144 [9] => 0.59109161308284 [10] => 0.60622545440425 [11] => 0.62135929572565 [12] => 0.63649313704706 [13] => 0.65162697836846 [14] => 0.66676081968987 [15] => 0.68189466101127 [16] => 0.69702850233268 [17] => 0.71216234365408 [18] => 0.72729618497549 [19] => 0.74243002629689 [20] => 0.7575638676183 [21] => 0.77269770893971 [22] => 0.78783155026111 [23] => 0.80296539158252 [24] => 0.81809923290392 ) [Error] => Array ( [0] => 0.10597565353727 [1] => 0.015558594473079 [2] => -0.065033875747302 [3] => -0.057965609408835 [4] => 0.093638143454272 [5] => -0.0013826445354976 [6] => -0.058693200686803 [7] => -0.036168218082254 [8] => 0.071816278507393 [9] => -0.014635080677222 [10] => -0.084433804765124 [11] => -0.098784663034476 [12] => 0.096302561242272 [13] => -0.01493853041518 [14] => -0.10757263068509 [15] => 0.021138643722412 [16] => 0.070794995674838 [17] => 0.015460234315053 [18] => -0.052710582672575 [19] => 0.033034783048845 [20] => 0.12507449407774 [21] => 0.062612291929357 [22] => -0.082566687943706 [23] => -0.043977844714897 [24] => 0.0074566993864357 ) [SquaredError] => Array ( [0] => 0.011230839142652 [1] => 0.00024206986197773 [2] => 0.0042294049947155 [3] => 0.0033600118741377 [4] => 0.0087681019095628 [5] => 1.9117059115415E-6 [6] => 0.0034448918068614 [7] => 0.0013081399992455 [8] => 0.0051575778586515 [9] => 0.00021418558642878 [10] => 0.007129067387115 [11] => 0.0097584096508349 [12] => 0.0092741833018215 [13] => 0.00022315969096526 [14] => 0.011571870872511 [15] => 0.00044684225842308 [16] => 0.0050119314126003 [17] => 0.00023901884507635 [18] => 0.0027784055256824 [19] => 0.0010912968910842 [20] => 0.015643629068802 [21] => 0.0039202991006471 [22] => 0.0068172579579934 [23] => 0.0019340508257676 [24] => 5.560236573967E-5 ) [TotalError] => 0.41159525897913 [SumError] => 1.942890293094E-15 [SumSquaredError] => 0.11385215989521 [ErrorVariance] => 0.0049500939084873 [StdErr] => 0.070356903772745 [SlopeStdErr] => 0.0078053976657083 [SlopeVal] => [YIntStdErr] => 0.027318891829979 [YIntTVal] => 16.651006344665 [R] => 0.85052223236089 [RSquared] => 0.72338806774015 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 7.7555773425323 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.2586612233256 [1] => 1.2252058659659 [2] => 1.244475044689 [3] => 1.3559301870789 [4] => 1.3022226663177 [5] => 1.3156135319534 [6] => 1.3269295370435 [7] => 1.3984608496082 [8] => 1.3520859975016 [9] => 1.3294182205466 [10] => 1.3827372657613 [11] => 1.4876897349417 [12] => 1.4223107250018 [13] => 1.3904051564801 [14] => 1.46483219785 [15] => 1.515277603768 [16] => 1.4791576569792 [17] => 1.4810698065912 [18] => 1.5421280050673 [19] => 1.6232286092159 [20] => 1.586227118475 [21] => 1.5149194664903 [22] => 1.5255889546048 [23] => 1.587486465411 [24] => 1.5532396003157 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.4266120596393 [SumXX] => 81.25 [SumXY] => 4.7561041390203 [SumYY] => 0.31948768965621 [Slope] => 0.058536666326404 [YInt] => 1.2510020606601 [PredictedY] => Array ( [0] => 1.2510020606601 [1] => 1.2656362272417 [2] => 1.2802703938233 [3] => 1.2949045604049 [4] => 1.3095387269865 [5] => 1.3241728935681 [6] => 1.3388070601497 [7] => 1.3534412267313 [8] => 1.3680753933129 [9] => 1.3827095598945 [10] => 1.3973437264761 [11] => 1.4119778930577 [12] => 1.4266120596393 [13] => 1.4412462262209 [14] => 1.4558803928025 [15] => 1.4705145593841 [16] => 1.4851487259657 [17] => 1.4997828925473 [18] => 1.5144170591289 [19] => 1.5290512257105 [20] => 1.5436853922921 [21] => 1.5583195588737 [22] => 1.5729537254553 [23] => 1.5875878920369 [24] => 1.6022220586185 ) [Error] => Array ( [0] => 0.0076591626654765 [1] => -0.040430361275827 [2] => -0.035795349134318 [3] => 0.061025626673938 [4] => -0.0073160606688656 [5] => -0.0085593616147139 [6] => -0.011877523106228 [7] => 0.045019622876889 [8] => -0.015989395811349 [9] => -0.053291339347948 [10] => -0.014606460714806 [11] => 0.075711841883931 [12] => -0.0043013346375425 [13] => -0.050841069740858 [14] => 0.0089518050474284 [15] => 0.044763044383818 [16] => -0.0059910689865501 [17] => -0.018713085956185 [18] => 0.027710945938372 [19] => 0.094177383505328 [20] => 0.042541726182805 [21] => -0.043400092383429 [22] => -0.047364770850524 [23] => -0.000101426625984 [24] => -0.048982458302854 ) [SquaredError] => Array ( [0] => 5.8662772736229E-5 [1] => 0.0016346141128939 [2] => 0.0012813070196477 [3] => 0.0037241271109468 [4] => 5.3524743710522E-5 [5] => 7.3262671251438E-5 [6] => 0.00014107555513898 [7] => 0.0020267664439773 [8] => 0.00025566077841199 [9] => 0.0028399668494981 [10] => 0.00021334869461317 [11] => 0.0057322830014574 [12] => 1.8501479664122E-5 [13] => 0.0025848143723948 [14] => 8.0134813607165E-5 [15] => 0.0020037301425076 [16] => 3.5892907601603E-5 [17] => 0.00035017958600358 [18] => 0.00076789652479935 [19] => 0.0088693795639097 [20] => 0.0018097984666128 [21] => 0.0018835680188902 [22] => 0.0022434215177226 [23] => 1.0287360458499E-8 [24] => 0.0023992812213908 ) [TotalError] => 0.31948768965621 [SumError] => 3.9968028886506E-15 [SumSquaredError] => 0.041081208656748 [ErrorVariance] => 0.0017861395068151 [StdErr] => 0.042262743720861 [SlopeStdErr] => 0.0046886304469956 [SlopeVal] => [YIntStdErr] => 0.016410206564485 [YIntTVal] => 76.233169627955 [R] => 0.93349631109269 [RSquared] => 0.87141536282367 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 12.484811287252 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.48557947698468 [1] => 0.4201208480857 [2] => 0.44232295574557 [3] => 0.60906054993009 [4] => 0.52917360326172 [5] => 0.48699688843182 [6] => 0.52465571235778 [7] => 0.64777405026883 [8] => 0.57645653240562 [9] => 0.52179164963912 [10] => 0.52257463269118 [11] => 0.73279569828933 [12] => 0.63668844795328 [13] => 0.55918818900478 [14] => 0.70303330473369 [15] => 0.76782349800752 [16] => 0.72762257796914 [17] => 0.67458560230291 [18] => 0.77546480934574 [19] => 0.88263836169604 [20] => 0.83531000086906 [21] => 0.7052648623174 [22] => 0.75898754686762 [23] => 0.82555593229036 [24] => 0.7748817658188 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.64505389989071 [SumXX] => 81.25 [SumXY] => 5.0878653782333 [SumYY] => 0.42319454123536 [Slope] => 0.062619881578256 [YInt] => 0.45719425515594 [PredictedY] => Array ( [0] => 0.45719425515594 [1] => 0.47284922555051 [2] => 0.48850419594507 [3] => 0.50415916633964 [4] => 0.5198141367342 [5] => 0.53546910712876 [6] => 0.55112407752333 [7] => 0.56677904791789 [8] => 0.58243401831246 [9] => 0.59808898870702 [10] => 0.61374395910158 [11] => 0.62939892949615 [12] => 0.64505389989071 [13] => 0.66070887028527 [14] => 0.67636384067984 [15] => 0.6920188110744 [16] => 0.70767378146897 [17] => 0.72332875186353 [18] => 0.73898372225809 [19] => 0.75463869265266 [20] => 0.77029366304722 [21] => 0.78594863344179 [22] => 0.80160360383635 [23] => 0.81725857423091 [24] => 0.83291354462548 ) [Error] => Array ( [0] => 0.028385221828734 [1] => -0.052728377464805 [2] => -0.046181240199498 [3] => 0.10490138359045 [4] => 0.0093594665275231 [5] => -0.048472218696941 [6] => -0.026468365165551 [7] => 0.080995002350938 [8] => -0.0059774859068353 [9] => -0.076297339067896 [10] => -0.091169326410406 [11] => 0.10339676879318 [12] => -0.0083654519374283 [13] => -0.1015206812805 [14] => 0.026669464053847 [15] => 0.075804686933114 [16] => 0.019948796500171 [17] => -0.048743149560616 [18] => 0.036481087087645 [19] => 0.12799966904338 [20] => 0.065016337821841 [21] => -0.080683771124382 [22] => -0.04261605696873 [23] => 0.0082973580594433 [24] => -0.058031778806681 ) [SquaredError] => Array ( [0] => 0.00080572081826645 [1] => 0.002780281790071 [2] => 0.0021327069463637 [3] => 0.011004300279191 [4] => 8.7599613679825E-5 [5] => 0.0023495559854041 [6] => 0.00070057435453693 [7] => 0.0065601904058285 [8] => 3.5730337766415E-5 [9] => 0.0058212839488415 [10] => 0.0083118460781272 [11] => 0.010690891796871 [12] => 6.9980786117423E-5 [13] => 0.010306448727657 [14] => 0.00071126031291944 [15] => 0.0057463505610274 [16] => 0.00039795448180523 [17] => 0.0023758946290886 [18] => 0.0013308697150963 [19] => 0.016383915275215 [20] => 0.0042271241837637 [21] => 0.0065098709228516 [22] => 0.0018161283115621 [23] => 6.8846150766609E-5 [24] => 0.0033676873514676 ) [TotalError] => 0.42319454123536 [SumError] => 3.885780586188E-16 [SumSquaredError] => 0.10459301376429 [ErrorVariance] => 0.0045475223375776 [StdErr] => 0.06743531965949 [SlopeStdErr] => 0.007481277009526 [SlopeVal] => [YIntStdErr] => 0.026184469533341 [YIntTVal] => 17.460512406936 [R] => 0.86766863428502 [RSquared] => 0.75284885892203 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 8.3702129327013 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.2252058659659 [1] => 1.244475044689 [2] => 1.3559301870789 [3] => 1.3022226663177 [4] => 1.3156135319534 [5] => 1.3269295370435 [6] => 1.3984608496082 [7] => 1.3520859975016 [8] => 1.3294182205466 [9] => 1.3827372657613 [10] => 1.4876897349417 [11] => 1.4223107250018 [12] => 1.3904051564801 [13] => 1.46483219785 [14] => 1.515277603768 [15] => 1.4791576569792 [16] => 1.4810698065912 [17] => 1.5421280050673 [18] => 1.6232286092159 [19] => 1.586227118475 [20] => 1.5149194664903 [21] => 1.5255889546048 [22] => 1.587486465411 [23] => 1.5532396003157 [24] => 1.5073025356848 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.4365577121337 [SumXX] => 81.25 [SumXY] => 4.4523353491371 [SumYY] => 0.2953182590737 [Slope] => 0.054797973527841 [YInt] => 1.2721637915502 [PredictedY] => Array ( [0] => 1.2721637915502 [1] => 1.2858632849321 [2] => 1.2995627783141 [3] => 1.3132622716961 [4] => 1.326961765078 [5] => 1.34066125846 [6] => 1.3543607518419 [7] => 1.3680602452239 [8] => 1.3817597386059 [9] => 1.3954592319878 [10] => 1.4091587253698 [11] => 1.4228582187517 [12] => 1.4365577121337 [13] => 1.4502572055157 [14] => 1.4639566988976 [15] => 1.4776561922796 [16] => 1.4913556856615 [17] => 1.5050551790435 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=> [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 6.0692383923918 ) The Home Depot (XTER:HDI) Intrinsic Value: Projected FCF
GURUFOCUS.COM » STOCK LIST » Consumer Cyclical » Retail - Cyclical » The Home Depot Inc (XTER:HDI) » Definitions » Intrinsic Value: Projected FCF

The Home Depot (XTER:HDI) Intrinsic Value: Projected FCF : €177.51 (As of May. 16, 2024)


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What is The Home Depot Intrinsic Value: Projected FCF?

Since the intrinsic value calculations based on Discounted Cash Flow Intrinsic Value: DCF (FCF Based), or Discounted Earnings Intrinsic Value: DCF (Earnings Based) cannot be applied to companies without consistent revenue and earnings, GuruFocus developed a valuation model based on normalized Free Cash Flow and Book Value of the company. The details of how we calculate the intrinsic value of stocks are described in detail here.

As of today (2024-05-16), The Home Depot's Intrinsic Value: Projected FCF is €177.51. The stock price of The Home Depot is €320.50. Therefore, The Home Depot's Price-to-Intrinsic-Value-Projected-FCF of today is 1.8.

The historical rank and industry rank for The Home Depot's Intrinsic Value: Projected FCF or its related term are showing as below:

XTER:HDI' s Price-to-Projected-FCF Range Over the Past 10 Years
Min: 1.34   Med: 1.78   Max: 2.32
Current: 1.81

During the past 13 years, the highest Price-to-Intrinsic-Value-Projected-FCF of The Home Depot was 2.32. The lowest was 1.34. And the median was 1.78.

XTER:HDI's Price-to-Projected-FCF is ranked worse than
78.54% of 727 companies
in the Retail - Cyclical industry
Industry Median: 0.82 vs XTER:HDI: 1.81

The Home Depot Intrinsic Value: Projected FCF Historical Data

The historical data trend for The Home Depot's Intrinsic Value: Projected FCF can be seen below:

* For Operating Data section: All numbers are indicated by the unit behind each term and all currency related amount are in USD.
* For other sections: All numbers are in millions except for per share data, ratio, and percentage. All currency related amount are indicated in the company's associated stock exchange currency.

* Premium members only.

The Home Depot Intrinsic Value: Projected FCF Chart

The Home Depot Annual Data
Trend Jan15 Jan16 Jan17 Jan18 Jan19 Jan20 Jan21 Jan22 Jan23 Jan24
Intrinsic Value: Projected FCF
Get a 7-Day Free Trial Premium Member Only Premium Member Only 106.00 121.09 143.40 159.75 183.61

The Home Depot Quarterly Data
Jul19 Oct19 Jan20 Apr20 Jul20 Oct20 Jan21 Apr21 Jul21 Oct21 Jan22 Apr22 Jul22 Oct22 Jan23 Apr23 Jul23 Oct23 Jan24 Apr24
Intrinsic Value: Projected FCF Get a 7-Day Free Trial Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only 164.72 172.86 178.60 183.61 180.73

Competitive Comparison of The Home Depot's Intrinsic Value: Projected FCF

For the Home Improvement Retail subindustry, The Home Depot's Price-to-Projected-FCF, along with its competitors' market caps and Price-to-Projected-FCF data, can be viewed below:

* Competitive companies are chosen from companies within the same industry, with headquarter located in same country, with closest market capitalization; x-axis shows the market cap, and y-axis shows the term value; the bigger the dot, the larger the market cap. Note that "N/A" values will not show up in the chart.

The Home Depot's Price-to-Projected-FCF Distribution in the Retail - Cyclical Industry

For the Retail - Cyclical industry and Consumer Cyclical sector, The Home Depot's Price-to-Projected-FCF distribution charts can be found below:

* The bar in red indicates where The Home Depot's Price-to-Projected-FCF falls into.


The Home Depot Intrinsic Value: Projected FCF Calculation

Since the intrinsic value calculations based on Discounted Cash Flow Intrinsic Value: DCF (FCF Based), or Discounted Earnings Intrinsic Value: DCF (Earnings Based) cannot be applied to companies without consistent revenue and earnings, GuruFocus developed a valuation model based on normalized Free Cash Flow and Book Value of the company.

The details of how we calculate the intrinsic value of stocks are described in detail here.

This method smooths out the free cash flow over the past 6-7 years, multiplies the results by a growth multiple, and adds a portion of Total Stockholders Equity.

Intrinsic Value: Projected FCF = ( Growth Multiple * Free Cash Flow (6 year avg) + 0.8 * Total Stockholders Equity (most recent) ) / Shares Outstanding (Diluted Average)

In the case of negative Total Stockholders Equity, the following formula is used (see Explanation section below for the reason):

Intrinsic Value: Projected FCF = ( Growth Multiple * Free Cash Flow (6 year avg) + Total Stockholders Equity (most recent) / 0.8 ) / Shares Outstanding (Diluted Average)


Add all the Free Cash Flow together and divide 6 will get The Home Depot's Free Cash Flow(6 year avg) = €12,337.80.

The Home Depot's Intrinsic Value: Projected FCF for today is calculated as

Intrinsic Value: Projected FCF=(Growth Multiple*Free Cash Flow (6 year avg)+Total Stockholders Equity (Apr24)*0.8)/Shares Outstanding (Diluted Average)
=(14.862653310476*12337.7992+1696.24*0.8)/992.000
=186.22

* For Operating Data section: All numbers are indicated by the unit behind each term and all currency related amount are in USD.
* For other sections: All numbers are in millions except for per share data, ratio, and percentage. All currency related amount are indicated in the company's associated stock exchange currency.

The Home Depot  (XTER:HDI) Intrinsic Value: Projected FCF Explanation

The growth multiple is capped between 8.35 and 17.74.

Total Stockholders Equity weighting is more art than science and it should always be revisited in more detail when researching a company. Weightings from 0% to 100% to more than 100% are possible. 80% was chosen as a happy median after taking the above ideas into consideration.

The Home Depot's Price-to-Intrinsic-Value-Projected-FCF for today is calculated as

Price-to-Intrinsic-Value-Projected-FCF=Share Price/Intrinsic Value: Projected FCF
=320.50/186.21917754422
=1.72

* For Operating Data section: All numbers are indicated by the unit behind each term and all currency related amount are in USD.
* For other sections: All numbers are in millions except for per share data, ratio, and percentage. All currency related amount are indicated in the company's associated stock exchange currency.

The Home Depot Intrinsic Value: Projected FCF Related Terms

Thank you for viewing the detailed overview of The Home Depot's Intrinsic Value: Projected FCF provided by GuruFocus.com. Please click on the following links to see related term pages.

The Home Depot (XTER:HDI) Business Description

Industry
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Address
2455 Paces Ferry Road, Atlanta, GA, USA, 30339
Website
https://www.homedepot.com
Home Depot is the world's largest home improvement specialty retailer, operating more than 2,300 warehouse-format stores offering more than 30,000 products in store and 1 million products online in the United States, Canada, and Mexico. Its stores offer numerous building materials, home improvement products, lawn and garden products, and decor products and provide various services, including home improvement installation services and tool and equipment rentals. The acquisition of distributor Interline Brands in 2015 allowed Home Depot to enter the maintenance, repair, and operations business, which has been expanded through the tie-up with HD Supply (2020). Moreover, the additions of the Company Store brought textile exposure to the lineup, while Redi Carpet added multifamily flooring.

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