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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, Renewable Energy Group's Probability of Financial Distress (%) is 0.00%.
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 Oil & Gas Refining & Marketing subindustry, Renewable Energy Group'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 Oil & Gas industry and Energy sector, Renewable Energy Group's Probability of Financial Distress (%) distribution charts can be found below:
* The bar in red indicates where Renewable Energy Group'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 |
= | -10.92 |
The Probability of Financial Distress (%) (PFD) was then obtianed by:
PFD | = | 1 | / | (1 + e^(-LPFD)) | * | 100% |
= | 0.00% |
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).
Renewable Energy Group (NAS:REGI) 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 Renewable Energy Group's Probability of Financial Distress (%) provided by GuruFocus.com. Please click on the following links to see related term pages.
Stacey Orlandi | other: SVP, Manufacturing | C/O RENEWABLE ENERGY GROUP, INC. 416 SOUTH BELL AVENUE AMES IA 50010 |
Eric Bowen | officer: VP, Corp Bus Dev and Legal | C/O RENEWABLE ENERGY GROUP, INC. 416 SOUTH BELL AVENUE AMES IA 50010 |
Dylan Glenn | director | 535 BROAD HOLLOW ROAD, SUITE B51, MELVILLE NY 11747 |
Niharika Ramdev | director | C/O XL HYBRIDS, INC., 145 NEWTON STREET, BOSTON MA 02135 |
Todd Samuels | other: Chief Accounting Officer | C/O RENEWABLE ENERGY GROUP, INC. 416 SOUTH BELL AVENUE AMES IA 50010 |
Chad Stone | officer: Chief Financial Officer | REG NEWCO, INC. 416 S. BELL AVENUE AMES IA 50010 |
Cynthia J Warner | director, officer: President and CEO | 1925 WEST FIELD COURT, SUITE 200, LAKE FOREST IL 60045 |
Harding Peter John Martin | director | 416 S. BELL AVE. AMES IA 50010 |
Richard Craig Bealmear | officer: Chief Financial Officer | 1114 COLFAX STREET EVANSTON IL 60201 |
Jeffrey Stroburg | director | REG NEWCO, INC. 416 S. BELL AVENUE AMES IA 50010 |
Christopher D. Sorrells | director | REG NEWCO, INC., 416 S. BELL AVENUE, AMES IA 50010 |
Todd Allen Robinson | officer: InterimChief Financial Officer | RENEWABLE ENERGY, INC. 416 SOUTH BELL AVENUE AMES IA 50010 |
Walter Z Berger | director | 416 SOUTH BELL AVENUE, AMES IA 50010 |
Gary Haer | officer: VP, Sales and Marketing | 416 SOUTH BELL AVENUE C/O RENEWABLE ENERGY GROUP, INC. AMES IA 50010 |
Michael M Scharf | director | 12312 OLIVE BOULEVARD SUITE 400 ST. LOUIS MO 63141 |
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