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Kodiak Sciences (Kodiak Sciences) Probability of Financial Distress (%) : 1.14% (As of Apr. 27, 2024)


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What is Kodiak Sciences Probability of Financial Distress (%)?

Probability of Financial Distress (%) measures the probability that a company will go bankrupt in the upcoming year given its current financial position. A higher ratio indicates a larger probability of bankruptcy for the company, while a lower ratio indicates a healthier fundamental. As of today, Kodiak Sciences's Probability of Financial Distress (%) is 1.14%.

Like the Altman Z-Score, the PFD measures a company's bankruptcy risk. However, the main drawback of the Z-score is it does not apply to banks and insurance companies. According to Investopedia, the concept of "working capital" does not apply to banks and insurance companies, as financial institutions do not have typical current assets or current liabilities like inventories or accounts payable.


Competitive Comparison of Kodiak Sciences's Probability of Financial Distress (%)

For the Biotechnology subindustry, Kodiak Sciences's Probability of Financial Distress (%), along with its competitors' market caps and Probability of Financial Distress (%) 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.


Kodiak Sciences's Probability of Financial Distress (%) Distribution in the Biotechnology Industry

For the Biotechnology industry and Healthcare sector, Kodiak Sciences's Probability of Financial Distress (%) distribution charts can be found below:

* The bar in red indicates where Kodiak Sciences's Probability of Financial Distress (%) falls into.



Kodiak Sciences Probability of Financial Distress (%) Calculation

Probability of Financial Distress (%) (PFD) was developed by John Campbell, Jens Hilscher and Jan Szilagyi in their Search of Distress Risk. It measures the probability that a company will go bankrupt within the next 12 months given its current financial position.

The Probability of Financial Distress (%) was obtained by a logit probability model based on eight explanatory variables. The logit formula to compute the probability of financial distress (LPFD) is given below:

LPFD= -20.12 * NIMTAAVG + 1.60 * TLMTA - 7.88 * EXRETAVG + 1.55 * SIGMA - 0.005 * RSIZE - 2.27 * CASHMTA + 0.070 * MB - 0.09 * PRICE -8.87
=-4.46

The Probability of Financial Distress (%) (PFD) was then obtianed by:

PFD=1/(1 + e^(-LPFD))*100%
=1.14%

The eight explanatory variables are:

1. NIMTAAVG = Net Income to Market Total Assets

NIMTAAVG=Net Income / Market Total Assets
=Net Income / (Market Cap + Total Liabilities)

*Note that for companies reported quarterly, geometrically declining weighted quarterly Net Income data in latest four quarters are used.

2. TLMTA = Total liabilities to Market Total Assets

TLMTA=Total Liabilities / Market Total Assets

3. CASHMTA = Cash to Market Total Assets

For non-financial companies, CASHMTA is measured as:

CASHMTA=Cash, Cash Equivalents, Marketable Securities / Market Total Assets

4. EXRETAVG = Excess Return compared to the S&P 500

EXRETAVG is the weighted excess return compared to the S&P 500 in past 12 month. Geometrically declining weights are imposed on the monthly excess return to reflect lagged information. The weight is halved each quarter.

5. SIGMA = Standard Deviation of Daily Returns

For sigma, we use the annualized standard deviation of a company's returns over the past 92 days (or 63 trading days).

6. RSIZE = Relative Size

RSIZE=log (Market Cap / Total Market Cap of S&P 500 companies)

7. MB = Market to Adjusted Book Equity Ratio


8. PRICE

PRICE is measured as the log of the stock price, capped at log(15).


Kodiak Sciences  (NAS:KOD) Probability of Financial Distress (%) Explanation

Like the Altman Z-Score, the PFD measures a company's bankruptcy risk in the upcoming year. However, the main drawback of the Z-score is it does not apply to banks and insurance companies. According to Investopedia, the concept of "working capital" does not apply to banks and insurance companies, as financial institutions do not have typical current assets or current liabilities like inventories or accounts payable.


Kodiak Sciences Probability of Financial Distress (%) Related Terms

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Kodiak Sciences (Kodiak Sciences) Business Description

Industry
Traded in Other Exchanges
Address
1200 Page Mill Road, Palo Alto, CA, USA, 94304
Kodiak Sciences Inc is a biopharmaceutical company specializing in novel therapeutics to treat high-prevalence retinal diseases. The product candidate of the company is KSI-301, which is a novel antibody biopolymer conjugate, in treatment-naive subjects with neovascular wet AMD.
Executives
Jason Ehrlich officer: See Remarks 1200 PAGE MILL ROAD, PALO ALTO CA 94304
John A. Borgeson officer: See Remarks 1200 PAGE MILL ROAD, PALO ALTO CA 94304
Baker Bros. Advisors Lp director, 10 percent owner 860 WASHINGTON STREET, 3RD FLOOR, NEW YORK NY 10014
Victor Perlroth director, 10 percent owner, officer: Chairman, President and CEO 1200 PAGE MILL ROAD, PALO ALTO CA 94304
Julian Baker director, 10 percent owner BAKER BROS. ADVISORS LP, 860 WASHINGTON STREET 3RD FLOOR, NEW YORK NY 10014
Felix Baker director, 10 percent owner BAKER BROS. ADVISORS LP, 860 WASHINGTON STREET 3RD FLOOR, NEW YORK NY 10014
Baker Brothers Life Sciences Lp director, 10 percent owner 860 WASHINGTON STREET, 3RD FLOOR, NEW YORK NY 10014
L.p. 667, director, 10 percent owner 860 WASHINGTON STREET, 3RD FLOOR, NEW YORK NY 10014
Baker Bros. Advisors (gp) Llc director, 10 percent owner 860 WASHINGTON STREET, 3RD FLOOR, NEW YORK NY 10014
Charles A Bancroft director BRISTOL-MYERS SQUIBB COMPANY, ROUTE 206 & PROVINCE LINE ROAD, PRINCETON NJ 08543
Hong Liang officer: See Remarks 2631 HANOVER STREET, PALO ALTO CA 94304
Richard S Levy director 860 WASHINGTON STREET, 3RD FLOOR, NEW YORK NY 10014
Taiyin Yang director 2631 HANOVER STREET, PALO ALTO CA 94304
Robert Profusek director P.O. BOX 696000, SAN ANTONIO TX 78269-6000
Bassil I Dahiyat director C/O XENCOR, INC., 111 WEST LEMON AVENUE, MONROVIA CA 91016

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