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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, Quince Therapeutics's Probability of Financial Distress (%) is 0.39%.
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.
For the Biotechnology subindustry, Quince Therapeutics'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.
For the Biotechnology industry and Healthcare sector, Quince Therapeutics's Probability of Financial Distress (%) distribution charts can be found below:
* The bar in red indicates where Quince Therapeutics's Probability of Financial Distress (%) falls into.
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 |
= | -5.55 |
The Probability of Financial Distress (%) (PFD) was then obtianed by:
PFD | = | 1 | / | (1 + e^(-LPFD)) | * | 100% |
= | 0.39% |
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
MB | = | Market Cap | / | Adjusted Book Equity |
= | Market Cap | / | (Total Stockholders Equity + 0.1 * ( Market Cap - Total Stockholders Equity)) |
8. PRICE
PRICE is measured as the log of the stock price, capped at log(15).
Quince Therapeutics (NAS:QNCX) 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.
Thank you for viewing the detailed overview of Quince Therapeutics's Probability of Financial Distress (%) provided by GuruFocus.com. Please click on the following links to see related term pages.
Dirk Thye | director, officer: Chief Executive Officer | 6310 NANCY RIDGE DRIVE, SAN DIEGO CA 92121 |
Brendan Hannah | officer: Chief Business Officer | 269 EAST GRAND AVE, SOUTH SAN FRANCISCO CA 94080 |
Charles S. Ryan | officer: President | C/O APPLIED DNA SCIENCES, INC., 50 HEALTH SCIENCES DRIVE, STONY BROOK NY 11790 |
David Lamond | director | C/O CORTEXYME, INC., 269 EAST GRAND AVE., SOUTH SAN FRANCISCO CA 94080 |
Guenter Janhofer | officer: Chief Scientific Officer | 601 GATEWAY BOULEVARD, SUITE 1250, SOUTH SAN FRANCISCO CA 94080 |
Luca Benatti | director | C/O INTERCEPT PHARMACEUTICALS, INC., 450 WEST 15TH STREET, SUITE 505, NEW YORK NY 10011 |
Margaret Mcloughlin | director | C/O CORTEXYME, INC., 269 EAST GRAND AVE., SOUTH SAN FRANCISCO CA 94080 |
Ted Monohon | officer: Chief Accounting Officer | C/O FANTEX, INC., 330 TOWNSEND ST., SUITE 234, SAN FRANCISCO CA 94107 |
June Bray | director | C/O BIOXCEL THERAPEUTICS, INC., 555 LONG WHARF DRIVE, NEW HAVEN CT 06511 |
Caryn Gordon Mcdowell | officer: Chief Legal & Adm. Officer | 280 EAST GRAND AVENUE, SOUTH SAN FRANCISCO CA 94080 |
Philip S Low | director | 3000 KENT AVE STE A1-100, WEST LAFAYETTE IN 47906 |
Karen L. Smith | officer: Chief Medical Officer | C/O JAZZ PHARMACEUTICALS PLC, 5TH FL, WATERLOO EXCHANGE, WATERLOO RD, DUBLIN L2 4 L2 |
Marwan Sabbagh | director | C/O CORTEXYME, INC., 269 EAST GRAND AVE., SOUTH SAN FRANCISCO CA 94080 |
Stephen S. Dominy | director, officer: Chief Scientific Officer | C/O CORTEXYME, INC., 269 EAST GRAND AVE., SOUTH SAN FRANCISCO CA 94105 |
Christopher P. Lowe | officer: Chief Financial Officer | 2511 N LOOP 1604,, SUITE 204, SAN ANTONIO TX 78258 |
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