Investors are always looking for an edge, a way to improve their stock selection process in the hope that it improves their overall performance. Fundamental investors may flirt with the idea of adding a technical overlay to their process while a value investor may take more of a chance on a growth company. No matter what style of investor you are, you want to be sure the process you are implementing makes sense.
Because of the volatility of the market, investors seem to be paying more attention to the technicals of the companies they hold or are considering to buy. While there are several ways technical analysts look at the momentum in the market, ValueExpectations.com will concentrate on the simple, yet widely used 50 and 200 day moving averages relative to a companies current trading price.
We, at The Applied Finance Group (AFG), believe that technicals are relevant, but it is much more important to focus on the fundamentals of a company in determining which securities are over/under valued. We have taken the S&P 500 and focused only on the stocks trading above their 50 and 200 day moving averages (44%) for those investors who pay closer attention to technicals, and provided a list of companies in most of the major economic sectors that we find attractive and some that we find unattractive based on AFG’s investment criteria, which focuses more on valuation attractiveness and expected corporate performance.
However, if you do look at momentum, a variable we would suggest concentrating on is economic momentum. AFG’s economic momentum coupled with valuation give you a tremendous advantage in outperforming!
AFG |
Rank within Sector |
|||
Ticker |
Name |
Investment Opportunity |
Valuation Signal |
EM Change Signal |
Capital Goods - Attractive |
||||
(NYSE:RDC) |
ROWAN COMPANIES INC |
Attractive |
Attractive |
Positive |
(NYSE:DO) |
DIAMOND OFFSHRE DRILLING |
Attractive |
Attractive |
Positive |
Capital Goods - Unattractive |
||||
(NYSE:SWK) |
STANLEY WORKS THE |
Unattractive |
Unattractive |
Negative |
(NYSE:LEN) |
LENNAR CORP CL A |
Unattractive |
Unattractive |
Negative |
Consumer Durable - Attractive |
||||
(NYSE:OI) |
OWENS ILLINOIS INC |
Attractive |
Neutral |
Positive |
(NYSE:XRX) |
XEROX CORP |
Attractive |
Attractive |
Neutral |
Consumer Durable - Unattractive |
||||
(NYSE:IGT) |
INTERNAT GAME TECHNOLOGY |
Unattractive |
Unattractive |
Negative |
(NYSE:HAR) |
HARMAN INTERNAT IND INC |
Unattractive |
Unattractive |
Negative |
Consumer NonDurable - Attractive |
||||
(NYSE:LO) |
LORILLARD INC |
Attractive |
Attractive |
Positive |
(NYSE:CL) |
COLGATE-PALMOLIVE CO |
Attractive |
Attractive |
Positive |
Consumer NonDurable - Unattractive |
||||
(NYSE:RL) |
POLO RALPH LAUREN CORP |
Unattractive |
Unattractive |
Negative |
(NYSE:HNZ) |
H.J. HEINZ CO |
Unattractive |
Unattractive |
Negative |
Consumer Services - Attractive |
||||
(NYSE:DRI) |
DARDEN RESTAURANTS |
Attractive |
Attractive |
Positive |
(NYSE:EFX) |
EQUIFAX INC |
Attractive |
Attractive |
Positive |
Consumer Services - Unattractive |
||||
(NYSE:HOT) |
STARWOOD HTLS & RSRTS WW |
Unattractive |
Unattractive |
Negative |
(NYSE:CBS) |
CBS CORP CL B |
Unattractive |
Unattractive |
Negative |
Health - Attractive |
||||
(NASDAQ:BIIB) |
BIOGEN IDEC INC |
Attractive |
Attractive |
Positive |
(NYSE:PFE) |
PFIZER INC |
Attractive |
Attractive |
Positive |
Health - Unattractive |
||||
(NASDAQ:MYL) |
MYLAN INC |
Unattractive |
Unattractive |
Negative |
(NASDAQ:ISRG) |
INTUITIVE SURGICAL INC |
Unattractive |
Unattractive |
Negative |
Technology - Attractive |
||||
(NASDAQ:SYMC) |
SYMANTEC CORP |
Attractive |
Attractive |
Positive |
(NYSE:HRS) |
HARRIS CORP |
Attractive |
Attractive |
Positive |
Technology - Unattractive |
||||
(NASDAQ:LLTC) |
LINEAR TECHNOLOGY CORP |
Unattractive |
Unattractive |
Negative |
(NASDAQ:CIEN) |
CIENA CORP |
Unattractive |
Unattractive |
Negative |
Utilities - Attractive |
||||
(NYSE:PEG) |
PUBLIC SVC ENTPRS GROUP |
Attractive |
Attractive |
Positive |
(NYSE:D) |
DOMINION RESOURCES VA |
Attractive |
Attractive |
Positive |
Utilities - Unattractive |
||||
(NYSE:NI) |
NISOURCE INC |
Unattractive |
Unattractive |
Negative |
(NYSE:NU) |
NORTHEAST UTILITIES |
Unattractive |
Unattractive |
Negative |
Sectors without adequate representation were excluded (Financials, Basic Material, Transportation)






When analysts and market pundits come on tv to talk about stock picks, they usually talk about the "P/E" ratio (Price to Earnings) being attractive. However if you're investing in stocks and you only look at the "P/E" ratio, you might be walking into a "Value Trap". Investors ignore half the valuation picture when investors only concentrate on P/E as investors also need to consider the growth potential of the company and what investments are needed to get the earnings. The Applied Finance Group (AFG) has developed a process that incorporates these factors easily into the valuation framework. Using AFG’s Valuation Metric, we have compiled a list of 20 companies with low P/E, 10 of which we consider attractive investments, and 10 of which we consider Value Traps.
By using AFG's Economic Margin framework instead of earnings alone, investors capture the true net cash flow the entire firm is generating. It is not uncommon for companies to grow P/E while having declining EM’s. This occurs when the cost for the investment required to yield the increasing P/E is more than the cash flow generated from the investment. By analyzing a company’s EMs through time, investors gain a more accurate account of levels and changes in a company’s current profitability and value.
If earnings are a true proxy for performance, there should be a correlation between a company growing earnings and its price to earnings ratio. As a surprise to many investors, there is actually little to no correlation between earnings growth and price to earnings ratios (see chart below).

P/E is determined by taking a stock’s price and dividing it by the last four quarter’s worth of earnings. P/E alone should not be used to value companies. P/E does not look at a company’s balance sheet thus we do not know what the costs of generating those earnings. While the P/E is determined by looking at a company’s past performance, EM bases a company’s value off its future projections. By using EM, an investor can know how their stocks are likely to perform, allowing them to clearly evaluate where to invest.

Successful companies measure results, make decisions and set strategy with the goal of creating value. A company’s performance measures must serve as a proxy for its market value creation. While important, S-T Earnings alone are a poor indicator of a company’s value, due to what they do not measure.

Economic Margin is a more complete performance measure for companies to use to guide performance and motivate employees. Executives consider Cash Flow, Investment, Competition & Risk when setting strategy. The above charts show that investors do the same.
AFG's Valuation Metric – Measures the percent to target (deviation between a stock’s current trading price and its AFG current default target price). To derive the intrinsic value of a firm, AFG uses its proprietary Valuation Model (modified discounted cash flow model).
Economic Margin - A corporate performance measurement that addresses the gaps in GAAP, eliminating distortions caused by accounting policies to measure what a company is truly earning above or below their cost of capital.
Investment Insights from your peers, Professional Investors - The Applied Finance Group would like to invite professional investors to join AFG’s Market Forecast Project so you can better understand what your peers currently think about the market and cultivate the “wisdom of Crowds” into actionable investment ideas and themes.
Click here to learn more







ValueExpectations.com has continued to provide investment ideas to help our readers make better informed investment decisions. In addition to finding Buy opportunities, VE.com also understands the importance of avoiding potential torpedoes given the current market volatility, so we have decided to provide a list of potential sell/short ideas from the S&P500 index (excluding Financials). These companies on our list look “At-Risk” of going bankrupt in the next 2 years according to the Altman Z-score (Z-Score), and look overvalued according to the AFG’s valuation framework.
Here is the list of 15 firms that you may want to avoid for your portfolio.

AFG Sell Criteria: When identifying possible sell/short opportunities (torpedoes) The Applied Finance Group (AFG) starts by running a screen using its proprietary Sell Criteria variables starting with Economic Margin. Economic Margin is a measure of corporate performance that identifies how profitable a company is by measuring how much the company earns above or below its cost of capital. In addition to corporate performance, AFG looks to identify those companies that are unattractively priced using our valuation model. Lastly AFG evaluates how well companies run their business using its Management Quality score, identifying companies that have management teams that destroy wealth.
The Altman Z-score - Z-score is a metric that gives insights into the likelihood of a firm going bankrupt in the next 2 years. The model was developed by Professor Edward I. Altman of the NYU’s Stern School of Business and first published in The Journal of FINANCE in September 1968. A common critique to this metric is that it was developed over 40 years ago and is no longer relevant.
In 2001, Professor Joseph D. Piotroski of The University of Chicago Graduate School of Business, published a paper called, Value Investing: The Use of Historical Financial Statement Information to Separate Winners from Losers. Piotroski showed that value investors were rewarded by looking at a firm’s financial health and he showed that Z-score was a meaningful statistic.
More recently, on December 5, 2008, Dr. Altman was called to testify before a House of Representatives Committee on the condition of U.S. Automakers. In his testimony, he noted that Bloomberg, Inc. reported, “that approximately 1,000 users of their system per day access the Altman Z-Score model.”
The Altman Z-Score breaks down firms into 3 zones:
• >2.99 – Not Likely to Go Bankrupt
• 1.8 - 2.99 – Gray Area
• <1.8 – Likely to Go Bankrupt in the Next 2 Years






ValueExpectations.com has continued to provide investment ideas to help our readers make better informed investment decisions which leads to outperformance. In addition to finding buy opportunities, VE.com also understands the importance of avoiding potential torpedo’s given the current market volatility.
ValueExpectations.com has compiled a list of potential torpedo stocks within the S&P 500 that all contain several characteristics that AFG finds unattractive when searching for potential investment ideas. If one of these firms is a portfolio holding we recommend careful evaluation as they could all be torpedo’s.
The 15 firms listed below all meet AFG’s Strong Sell Criteria. In addition, these companies are all projected to earn less than their cost of capital which means they will earn a negative Economic Margin and all of these companies have a Z-Score (Altman Z-Score) in the at-risk range or risk of bankruptcy in the next 2 years. For a review of your current holdings using AFG’s research tools CLICK HERE FOR A FREE TRIAL.

AFG Sell Criteria: When identifying possible sell/short opportunities (torpedoes) The Applied Finance Group (AFG) starts by running a screen using its proprietary Sell Criteria variables starting with Economic Margin. Economic Margin is a measure of corporate performance that identifies how profitable a company is by measuring how much the company earns above or below its cost of capital. In addition to corporate performance, AFG looks to identify those companies that are unattractively priced using our valuation model. Lastly AFG evaluates how well companies run their business using its Management Quality score, identifying companies that have management teams that destroy wealth.
Economic Margin (EM) Defined - A measure of corporate performance that captures off balance sheet items, by looking at how much a company is earning above or below their cost of capital. EM is expressed in a % or margin. The Economic Margin Framework™ is more than just a performance metric as it encompasses a valuation system that explicitly addresses the four main drivers of enterprise value: profitability, competition, growth and cost of capital.
The Altman Z-score - Z-score is a metric that gives insights into the likelihood of a firm going bankrupt in the next 2 years. The model was developed by Professor Edward I. Altman of the NYU’s Stern School of Business and first published in The Journal of FINANCE in September 1968. A common critique to this metric is that it was developed over 40 years ago and is no longer relevant.
In 2001, Professor Joseph D. Piotroski of The University of Chicago Graduate School of Business, published a paper called, Value Investing: The Use of Historical Financial Statement Information to Separate Winners from Losers. Piotroski showed that value investors were rewarded by looking at a firm’s financial health and he showed that Z-score was a meaningful statistic.
More recently, on December 5, 2008, Dr. Altman was called to testify before a House of Representatives Committee on the condition of U.S. Automakers. In his testimony, he noted that Bloomberg, Inc. reported, “that approximately 1,000 users of their system per day access the Altman Z-Score model.”
The Altman Z-Score breaks down firms into 3 zones:
• >2.99 – Not Likely to Go Bankrupt
• 1.8 - 2.99 – Gray Area
• <1.8 – Likely to Go Bankrupt in the Next 2 Years






By using The Applied Finance Group’s (AFG's) Risk Analysis, we have identified the top and bottom two firms in each sector (excluding the Financial sector) according to an overall risk score based on 9 variables (see more detail below). In addition to the risk analysis variables we also added another layer of analysis by evaluating the companies’ Earnings Quality (based on the concept of Accruals) and Altman Z-Score (identifies firms that are at risk of going bankrupt in the next 2 years).
Here is a list of the variables that are taken into account within this risk analysis:
Applied Finance Group’s Risk Analysis is designed to systematically calculate a stock’s risk score based on fundamental relationships between the Quarterly Income Statements and Balance Sheets. The template measures 9 factors to determine Risk: Changes in A/R, Changes in Inventories, Cash Flow vs. Operating Cash Flow, Fixed Payments vs. Pre-Tax Cash Flow, Leverage, Intangibles, Write-offs, Management Quality, and Valuation. Companies with lower scores have less risk. Companies in the Financial Sector were excluded due to their differences in financial statement structure.
1. Receivables to Sales - Delta – takes the difference in the median A/R to Sales ratio over the last 4 quarters vs. median 4 quarters before that.
2. Inventories to Sales - Delta – takes the difference in the median Inventories to Sales ratio over the last 4 quarters vs. median 4 quarters before that.
3. AFG’s Cash Flow-Oper. vs. Operating Cash Flow - AFG's Cash Flow-Oper. for a company is net cash that is generated by the continuing and discontinuing operations of the firm. We compare it to the company's Operating Cash Flow to assess its ability to pay its debt.
4. Fixed Payments vs. Pre-tax Payments Cash Flow – This ratio assesses the company’s ability to cover long-term obligations. If the fixed pmts are greater than 50% of the pre-tax payments cash flow, there is chance that this company may not be able to meet its obligations. Obligations less than 30% of cash flow are considered safe.
5. Leverage – Book leverage and Market leverage are analyzed to give us information about the company’s leverage position. Best score is given to the companies with Book Leverage lower than 60%, and negative score to these with Book Leverage higher than 60% and Market Leverage greater than 0.9*Book Leverage.
6. Intangibles as a Percentage of Total Assets – With this score we try to filter through and reward the companies that have grown organically, rather than through acquisitions. Our research has shown that on average companies tend to overpay for acquisitions and thus are rarely a profitable investment. Companies with Intangibles less than 20% of Total Assets get the best score.
7. Write-offs – Shows the number of years with significant write-offs over the last 5 years.
8. Management Quality – Measures a company’s EM+1 and LFY Asset Growth and there is empirical evidence that companies with positive EMs that are able to grow their business tend to outperform companies with negative EMs who continue to invest into unprofitable business.
9. Value Score – Measures a company’s attractiveness from valuation perspective.
Most/Least Risky Firms By Sector S&P 500 (excluding financials)







Value Expectations: Invesment Insights by The Applied Finance Group
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