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Applied DNA Sciences (Applied DNA Sciences) Probability of Financial Distress (%) : 4.11% (As of Apr. 30, 2024)


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What is Applied DNA 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, Applied DNA Sciences's Probability of Financial Distress (%) is 4.11%.

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 Applied DNA Sciences's Probability of Financial Distress (%)

For the Diagnostics & Research subindustry, Applied DNA 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.


Applied DNA Sciences's Probability of Financial Distress (%) Distribution in the Medical Diagnostics & Research Industry

For the Medical Diagnostics & Research industry and Healthcare sector, Applied DNA Sciences's Probability of Financial Distress (%) distribution charts can be found below:

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



Applied DNA 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
=-3.15

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

PFD=1/(1 + e^(-LPFD))*100%
=4.11%

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).


Applied DNA Sciences  (NAS:APDN) 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.


Applied DNA Sciences Probability of Financial Distress (%) Related Terms

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Applied DNA Sciences (Applied DNA Sciences) Business Description

Traded in Other Exchanges
Address
50 Health Sciences Drive, Stony Brook, New York, NY, USA, 11790
Applied DNA Sciences Inc is a biotechnology company developing and commercializing technologies to produce and detect deoxyribonucleic acid (DNA) nd ribonucleic acid (RNA). The company operates in three business segments- Therapeutic DNA Production Services, MDx Testing Services, and DNA Tagging and Security Products and Services. It generates majority of its revenue from the MDx Testing Services which is involved in performing and developing clinical molecular diagnostic and genetic tests and clinical laboratory testing services. The company provides its products and services under the brand of Applied DNA Sciences, SigNature molecular tags, SigNature T molecular tags, fiberTyping, SigNify and others.
Executives
Clay Shorrock officer: Chief Legal Officer C/O APPLIED DNA SCIENCES, INC., 50 HEALTH SCIENCES DRIVE, STONY BROOK NY 11790
Scott L Anchin director 16990 GOLDENTOP ROAD, SUITE A, SAN DIEGO CA 92127
William W Montgomery 10 percent owner 34211 SEAVEY LOOP RD., EUGENE OR 97405
Judith Murrah officer: Chief Information Officer C/O APPLIED DNA SCIENCES, INC., 50 HEALTH SCIENCES DRIVE, STONY BROOK NY 11790
Beth Jantzen officer: Chief Financial Officer C/O APPLIED DNA SCIENCES, INC., 50 HEALTH SCIENCES DRIVE, STONY BROOK NY 11790
Yacov A Shamash director
Robert B Catell director 62 OSBORNE ROAD, GARDEN CITY NY 11530
John Iii Bitzer director C/O APPLIED DNA SCIENCES, INC., 50 HEALTH SCIENCES DRIVE, STONY BROOK NY 11790
Joseph D. Ceccoli director C/O APPLIED DNA SCIENCES, INC., 50 HEALTH SCIENCES DRIVE, STONY BROOK NY 11790
Elizabeth M. Ferguson director 50 HEALTH SCIENCES DRIVE, STONY BROOK NY 11790
Charles S. Ryan director C/O APPLIED DNA SCIENCES, INC., 50 HEALTH SCIENCES DRIVE, STONY BROOK NY 11790
James A Hayward director, officer: Chief Executive Officer C/O 25 HEALTH SCIENCES DRIVE, SUITE 113, NEW YORK NY 11790
Karol Gray officer: Chief Financial Officer C/O APPLIED DNA SCIENCES, INC., 50 HEALTH SCIENCES DRIVE, STONY BROOK NY 11790
Ming-hwa Benjamin Liang officer: Strategic Tech. Dev. Officer C/O APPLIED DNA SCIENCES, INC., 50 HEALTH SCIENCES DRIVE, STONY BROOK NY 11790
Yacov Shamash director 100 ENGINEERING, STATE UNIVERSITY OF NY, STONE BROOK NY 117942200

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