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Screening Strategies

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James O'Shaugnessy Cornerstone Growth

James O'Shaughnessy Cornerstone Growth is a growth investing strategy devised by US fund manager James O'Shaughnessy in his 1996 book, What Works on Wall Street. It combines value, momentum and growth factors, using the price-to-sales ratio, price momentum and earnings growth as its main rules. O'Shaughnessy wrote: "Marrying good value characteristics with price momentum is an excellent way to find 'cheap stocks on the mend'." He found that this strategy produced an annual compound return of 17% between 1963 and 2009. In 2012, O'Shaugnessy updated the strategy rules by replacing price-to-sales as the key value metric with 6 composited value factors. more »

Growth Investing
5 Year Return: 38.1%
Earnings Surprise Screen

Earnings Surprise Momentum is a momentum investing strategy that was identified in research by academics Narasimhan Jegadeesh and Joshua Livnat in their paper, Revenue Surprises and Stock Returns. It specifically looks for companies that managed to significantly beat earnings and sales forecasts in their previous financial results. These 'earnings surprises' have been found to cause medium term increases in share prices. This is believed to be caused by analysts being slow to revise their forecasts and the market failing to adequately 'price-in' the better than expected results. Jegadeesh and Livnat found that the the top 20% of stocks in terms of upside earnings and sales surprises outperformed the market by 5.3%. They wrote: "Although analysts revise their forecasts of future earnings in response to revenue surprises, they are slow to incorporate fully the information in revenue surprises." more »

Momentum Investing
5 Year Return: 37.1%
David Dreman Low PE Screen

David Dreman Low Price to Earnings is a value strategy developed by the renowned US fund manager and author David Dreman in his book Contrarian Investment Strategies. It uses a basic value filter of selecting the cheapest 40% of the market by P/E ratio and filtering further for quality according to company size, financial strength and growth. Dreman favoured the P/E strategy above all others: "Our money management firm uses the low-PE method as it's core strategy, but also utilizes the other 3 contrarian strategies extensively." Dreman's studies showed that the cheapest 20% of the market by P/E outperformed the most expensive 20% by 6.7% annually. It should be cautioned that Dreman's portfolio did suffer in the 2008 financial crisis due to an overweighting of low P/E banks. Dreman though continues to evangelise the power of contrarian investing to counter behavioural biases. more »

Value Investing
5 Year Return: 36.4%
Winning Growth & Income

Winning Growth & Income is a dividend investing strategy inspired by an approach used by American investment analyst Kevin Matras in his book, Finding #1 Stocks. It combines growth and dividend factors by sorting the market for high yielding companies with strong growth characteristics. Apart from a high yield, this strategy looks for companies with an above average return on equity, a below average price-to-earnings ratio and where analysts have been upgrading their earnings forecasts. It also looks for companies with a low beta (the sensitivity of a share price to the movement of the market). Kevin Matras says the screen works for investors that are "looking for good companies with solid revenues that pay a good dividend". In some respects, this strategy is a small cap version of the Large Cap Dividend Attraction strategy. In Matra's original strategy criteria he uses Zacks Rank, which is a metric for analysing analyst forecasts. more »

Income Investing
5 Year Return: 34.3%
52 Week High Momentum Screen

52 Week High Momentum is momentum strategy that was explored in a paper called The 52-Week High and Momentum Investing by academics Thomas George and Chuan-Yang Hwang. It capitalises on the positive momentum effect which appears to cause stocks that are at, or close to, their 52 week high prices continuing to outperform. It is believed to work because investors tend to under-react to positive news about previously successful stocks and are reluctant to bid their prices higher, even if the positive news warrants it. When the full impact of the information prevails, and the 52 week high is broken, the market "wakes up" and prices see further gains. George and Hwang wrote: "Our results indicate that the 52-week measure has predictive power whether or not individual stocks have had extreme past returns. This suggests that price level is important, and is consistent with an anchor-and-adjust bias." The original research found that, between 1963 - 2001, the average monthly gain to this strategy assuming a 6 month hold was 0.45% - "about twice as large as those associated with other momentum strategies". more »

Momentum Investing
5 Year Return: 34.2%
Greenblatt's Magic Formula

The Magic Formula is a value investing strategy invented by the hedge fund manager Joel Greenblatt in the bestselling and highly recommended Little Book that Beats the Market. It focuses on finding quality value stocks using a blended ranking system (the Magic Formula rank) composed from two fundamental ratios: Return on Capital (which Greenblatt argues is the best determinant of whether a business is a good one) and Earnings Yield (his favoured measure for cheapness). He summarised his philosophy with the maxim "buying cheap stocks at bargain prices is the secret to making lots of money". In the fourth edition of his book Greenblatt claimed the top scoring portfolio of 30 stocks appreciated by 30.8% each year over the previous 17 years, though he stressed that the strategy could underperform during periods of up to two years. Having now sold hundreds of thousands of copies, the "Magic Formula" is credited for reinvigorating the practice of value investing. more »

Quality Investing
5 Year Return: 30.5%
Richard Beddard's Nifty Thrifty Screen

Richard Beddard Nifty Thrifty is an investing strategy based on the approach of UK investor and journalist, Richard Beddard of Interactive Investor. It combines quality and value factors using Joel Greenblatt's Magic Formula and Joseph Piotroski's F-Score. The Magic Formula ranks stocks for value and quality using the earnings yield and return on capital as its key metrics. The F-Score is a 9-point checklist of financial health, of which stocks qualifying for this strategy must pass at least 5. Beddard said: "I don't really see how you can be an investor if you're not trying to understand businesses; how they make money, and what makes them go bust." Between June 2010 and December 2014, Beddard's own Nifty Thrifty portfolio had returned 47%. more »

Value Investing
5 Year Return: 30.3%
Warren Buffett - Hagstrom Screen

Warren Buffett - Hagstrom is a quality investing strategy inspired by modelling of Warren Buffett's investment approach in books by investment strategist Robert Hagstrom, including The Warren Buffett Way. It is a strategy that combines Buffett's focus on value and business quality. It uses price-to-free cash flow as a valuation measure and assesses quality using operating profit and return on equity. In his book, Robert Hagstrom explains: "Your goal as an investor should be simply to purchase, at a rational price, a part interest in an easily understood business whose earnings are virtually certain to be materially higher, five, ten, and twenty years from now." Remember, Buffett is famous for looking beyond financial measures when examining the quality of a business franchise. more »

Quality Investing
5 Year Return: 29.8%
The Screen of Screens

The Screen of Screens is a blended investment approach devised by Stockopedia. It picks stocks that are appearing most frequently across all the 'Guru Screens' tracked by Stockopedia - be they quality, value, momentum, growth or income (excluding short-selling strategies). A stock must be appearing on at least four strategies before it can qualify for the Screen of Screens. Ed Page Croft, CEO of Stockopedia, says: ?One benefit of a blended approach such as the Screen of Screens is that it builds a portfolio exposed to many driving factors of stock returns at once.? By definition, this strategy tends to highlight a list of relatively defensive stocks because they exhibit good fundamentals across a wide range of investing disciplines. The strategy was highlighted in an Financial Times feature by David Stevenson titled: "Stock screens to net the ones that get away". In it he said: "You need to use a website or system that can run the screens for you, and then identify the stocks that come up most often in each of them, which is exactly what Stockopedia has done." more »

Quality Investing
5 Year Return: 29.6%
Earnings Upgrade Momentum Screen

Earnings Forecast Upgrades is a momentum strategy set out by US academics Phillip McKnight and Steven Todd in research that examined how analyst forecasts affect share prices. It focuses on finding momentum stocks by highlighting those that are receiving the highest levels of upgraded earnings forecasts from analysts. It looks at both the number of analysts that have raised their forecasts on a share over the past month, and the overall percentage earnings-per-share increase among the consensus of analysts. McKnight and Todd claimed: "Stocks with the greatest number of upwards revisions in earnings, net of downward revisions, earn significantly higher returns than otherwise similar stocks." The researchers examined a portfolio of European shares and found that the 20% with the highest net upward revisions outperformed the lowest 20% by over 16% a year. Earnings upgrades are one way of finding stocks with 'earnings momentum'; those that have received upward earnings revisions are likely to do so again in the future. more »

Momentum Investing
5 Year Return: 27.6%
Charles Kirkpatrick Bargain Screen

Charles Kirkpatrick Bargain is a rules based strategy inspired by US investment strategist Charles Kirkpatrick's work in his excellent Beat the Market. Kirkpatrick has established strategies for finding growth and value stocks. His bargain strategy concentrates on value and momentum factors, with a very precise requirement for the price to sales ratio. Kirkpatrick's testing of of relative price-to-sales ratio rankings found that it was most effective between the 17th and 42nd percentiles in terms of cheapness. Initial testing of the Bargain Model was promising but Kirkpatrick said that several more years of testing were needed before labeling it a success. Kirkpatrick wrote: "As a result of these studies of relative selection methods, I decided to create a new list, called the 'Bargain List' that would incorporate the best triggers found so far and would only include value and price strength." more »

Bargain Stocks
5 Year Return: 27.0%
Neglected Firms Screen

Neglected Firms is a value investing strategy inspired by Ludwig Chincarini and Daehwan Kim in their book, Quantitative Equity Portfolio Management. It uses value and quality measures to find neglected shares that are under-researched by analysts and potentially misunderstood by investors. It looks for companies with low analyst coverage, above average earnings growth and that are cheaply priced according to their price-to-earnings and price-to-book ratios. Chincarini and Kim explain: "It is likely that neglected firm's stock prices do not reflect all the relevant information available and that their prices will react sluggishly to relevant news. This opens a window of time and opportunity for an astute investor to purchase undervalued, neglected stocks and reap the rewards when the market recognizes the stocks' true values." Academic research by Avner Arbel and Paul Strebel found that between 1972 and 1976 comparatively neglected S&P stocks easily outperformed those that were well researched. more »

Value Investing
5 Year Return: 26.6%
Benjamin Graham Deep Value Checklist

Benjamin Graham Deep Value Checklist is a value investing strategy based on rules suggested by legendary investor, Benjamin Graham, who wrote The Intelligent Investor. The strategy focuses on building portfolios of both large and small value stocks. It involves a 10-point checklist of valuation ratios and financial measures. Ben Graham regarded the most important of those measures to be earnings yield, dividend yield and for total debt to be less than book value. Ben Graham wrote: "Try to buy groups of stocks that meet some simple criterion for being undervalued - regardless of the industry and with very little attention to the individual company. It seems too good to be true, but all I can tell you after 60 years of experience, it seems to stand up under any of the tests I would make up." Societe Generale backtested the strategy to 1992 and found that the group of stocks scoring 9 and 10 on the list returned 37.1% and 48.7% per year respectively. Ben Graham devised the Deep Value Checklist late in his life as a much more systematic approach than his other value investing strategies. more »

Value Investing
5 Year Return: 22.5%
Martin Zweig Growth Screen

Martin Zweig Growth is a growth at a reasonable price investing strategy based on an approach explained by US investor Martin Zweig in his book, Winning on Wall Street. It combines a focus on growth characteristics, value attraction and market timing. It uses various measures of earnings and sales growth and uses the price-to-earnings ratio as a valuation tool. Zweig's strategy also looks for relatively strong price action. Zweig wrote: "I've found that investors who rely on crystal balls frequently wind up with crushed glass. I'm satisfied if I can predict a market trend, get in tune with it and stay with that trend for as long as it lasts." Zweig was a reputed US money manager back during 1990s as well as an investment newsletter writer. During the 15 years that it was monitored (1980 - 1995), his newsletter returned an average of 15.9% per year. more »

Growth Investing
5 Year Return: 21.8%
John Neff Value Screen

John Neff Value is a value investing strategy based on the rules of successful US fund manager John Neff. It combines demanding value criteria with elements of growth, quality and dividend income. Although he didn't like the term, Neff was a contrarian investor buying good companies with moderate growth and high dividends while out of favour, and selling them once they rose to fair value. One of the tools used by Neff is the Total Return Ratio, which is calculated using the price-to-earnings growth factor (PEG), but adjusted for dividend yield - PEGY. John Neff wrote: "If you buy stocks when they are out of favor and unloved, and sell them into strength when other investors recognize their merits, you'll often go home with handsome gains." During his tenure as manager of Vanguard's Windsor Fund between 1964 and 1995, Neff's average annual total return was 13.7%. more »

Value Investing
5 Year Return: 19.6%
Piotroski High F-Score Screen

The Piotroski F-Score Screen is a quality strategy outlined by the famed academic Professor Joseph Piotroski and investigated further in a 2011 paper titled "Identifying expectation errors in Value/Glamour stocks". The strategy hunts for the best quality shares in the market regardless of price. In this version of the screen we have selected the highest scoring stocks in the market using Piotroski's nine-point fundamental checklist called the F-Score. While the F-Score was originally used only for filtering value stocks, Piotroski discovered it was just as effective for filtering glamour stocks: "Firms experiencing the strongest improvement in fundamentals (FSCORE ?7) generate a mean size-adjusted return of 5.5 percent annually". What Piotroski essentially was saying was that the highest scoring stocks returned 5.5% more than the market - these findings have been backed up by independent research by Societe Generale. Perhaps as a result the F-Score has become extremely popular with investors and is a core component of the Stockopedia StockReports. more »

Quality Investing
5 Year Return: 19.4%
R&D Breakthroughs Screen

R&D Breakthroughs is a quality investing strategy inspired by a screen devised by US journalist Jack Hough, in his book, Your Next Great Stock. It is partly based on research by Louis Chan, Josef Lakonishok and Theodore Sougiannis in paper called The Stock Market Valuation of Research and Development Expenditures. The strategy filters a value screen with quality factors related to how much a company is investing in its future development. It uses the price-to-research ratio to find value and compares R&D investment in relation to growth, sales and assets. The strategy seeks to identify research-led businesses that are investing significantly in future development in order to try to identify their potential future growth before the market does. Louis Chan wrote: "The clearest evidence that high R&D plays a distinctive role arises from stocks with high R&D relative to the market value of equity. Their average return over the following three years is 6.12% per year." more »

Quality Investing
5 Year Return: 19.4%
John Templeton Bargain Screen

John Templeton Value is a value investing strategy based on the rules used by US investor Sir John Templeton. It combines value and growth factors to identify stocks trading at cheap prices but with a positive long-term outlook. The value components include the price-to-book and price-to-earnings ratios, while the growth rules focus on strong earnings and margins, and low debt. Sir John wrote: "Bull markets are born on pessimism, grow on skepticism, mature on optimism, and die on euphoria. The time of maximum pessimism is the best time to buy, and the time of maximum optimism is the best time to sell." His Templeton Growth Fund delivered a 13.8% annualised return from 1954 to 2004, versus 11.1% by the S&P 500 over the same period. Sir John also put a great deal of importance on qualitative factors, such as quality products, cost controls, and the intelligent use of earnings by management. more »

Value Investing
5 Year Return: 13.3%
Dreman Low Price to Book Screen

This is a low Price to Book based on the writings of David Dreman. He champions a contrarian investment approach based on interpreting market psychology and using value measures to pick stocks that are out of favour with the market. Dreman invests in out-of-favour stocks, often in out-of-favour industries, that he identifies using relatively straightforward metric criteria. "I buy stocks when they are battered. I am strict with my discipline. I always buy stocks with low price-earnings ratios, low price-to-book value ratios and higher-than-average yield. Academic studies have shown that a strategy of buying out-of-favor stocks with low P/E, price-to-book and price-to-cash flow ratios outperforms the market pretty consistently over long periods of time." Dreman warns that the Price to Book strategy in particular may lead to investing in loss-making stocks, at which one needs to be especially careful, and double-checking a company's financial strength is especially important. more »

Value Investing
5 Year Return: 12.9%
Trading below Cash Screen

James Altucher Trading Below Cash is a bargain investing strategy loosely based on an approach described by US investor and writer James Altucher in his book, Trade Like Warren Buffett. This is a deep value strategy that Altucher found was highly effective in periods of market distress. He acknowledged that stocks that are priced at less than the value of their cash present a challenge to investors. It is difficult to get an accurate view of how much cash is actually in a business, plus they may have broken business models or dis-incentivised management. The strategy looks for stocks with a market cap below cash, low debt, sufficient cash to cover the annual burn-rate and some stability in revenues and earnings. Altucher wrote: "There is always the danger that management doesn't care about the shareholders but instead enjoys sitting on the assets of the company and using it for their personal benefit. Diversification is the tool that we can use to reduce the risk of corrupt, or at best, uncaring, management.? more »

Bargain Stocks
5 Year Return: 8.1%
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