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WEC Energy Group Probability of Financial Distress (%)

: 0.06% (As of Today)
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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, WEC Energy Group's Probability of Financial Distress (%) is 0.06%.

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

For the Utilities - Regulated Electric subindustry, WEC 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.

   

WEC Energy Group Probability of Financial Distress (%) Distribution

For the Utilities - Regulated industry and Utilities sector, WEC Energy Group's Probability of Financial Distress (%) distribution charts can be found below:

* The bar in red indicates where WEC Energy Group's Probability of Financial Distress (%) falls into.



WEC Energy Group 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
=-7.34

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

PFD=1/(1 + e^(-LPFD))*100%
=0.06%

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).


WEC Energy Group  (NYSE:WEC) 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.


WEC Energy Group Probability of Financial Distress (%) Related Terms

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WEC Energy Group Business Description

WEC Energy Group logo
Industry
Utilities » Utilities - Regulated NAICS : 221118 SIC : 4931
Traded in Other Exchanges
Address
231 West Michigan Street, P.O. Box 1331, Milwaukee, WI, USA, 53201
WEC Energy Group's electric and gas utility businesses serve electric and gas customers in its Illinois, Michigan, Minnesota, and Wisconsin service territories. The company also owns a 60% stake in American Transmission Co. WEC's asset mix is approximately 51% electric generation and distribution, 34% gas distribution, 13% electric transmission, and 2% unregulated renewable generation.
Executives
Reese Anthony officer: Vice President and Treasurer 231 WEST MICHIGAN STREET MILWAUKEE WI 53203
Matthews Charles R officer: President & CEO - PGL/NSG 231 W. MICHIGAN STREET MILWAUKEE WI 53203
Kuester Frederick D officer: Sr. Executive Vice Pres. 231 W. MICHIGAN STREET MILWAUKEE WI 53203
Lauber Scott J officer: Sr. EVP and COO 231 W. MICHIGAN STREET MILWAUKEE WI 53203
Liu Xia officer: EVP and CFO ONE ENERGY PLACE PENSACOLA FL 32520
Guc William J officer: Vice President & Controller 130 EAST RANDOLPH DRIVE CHICAGO IL 60601
Green Maria C director C/O INGERSOLL-RAND COMPANY 800-E BEATY STREET DAVIDSON NC 28036
Kelsey Margaret C officer: Executive VP & General Counsel PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN"> Ownership Information: KELSEY MARGARET C a.header:link {color: #3b4fae; font-weight: bold; text-decoration: underline;} a.header:visited {color: #3b4fae; font-weight: bold; text-decoration: underline;} a.header:hover {color: #191970;}
Krueger Daniel officer: EVP WEC Infrastructure 231 W. MICHIGAN STREET MILWAUKEE WI 53203
Metcalfe Tom officer: Pres. WI Utilities 231 W. MICHIGAN STREET MILWAUKEE WI 53203
Garvin Robert M officer: Exec Vice President - Ext Affs 231 W. MICHIGAN STREET MILWAUKEE WI 53203
Klappa Gale E director, officer: Executive Chairman 231 W. MICHIGAN STREET MILWAUKEE WI 53203
Cunningham Danny L director C/O ACTUANT CORPORATION N86 W12500 WESTBROOK CROSSING MENOMONEE FALLS WI 53051
Stanek Mary Ellen director 14730 WEST JUNEAU BOULEVARD ELM GROVE WI 53122
Culver Curt S director 250 E KILBOURN AVE MILWAUKEE WI 53202

WEC Energy Group Headlines

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