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Quality has demonstrated the ability to reward long-term investors. Similarly, Quality tends to lag during low-quality rallies - or when the lowest-quality stocks lead the market in a rebound.
As a quality measurement, Piotroski F-Score is a number between 0-9 which is used to assess strength of company's financial condition. The F-Score is used by investors to find the best value stocks. If a company has a score of 8 or 9, it is considered a good value. If the score adds up to between 0-2 points, the stock is considered weak.
As researched by the American Association of Individual Investors where it tracks 63 separate stock picking strategies that include a mix of growth, value, momentum, changes in earnings estimates, and insider buying, the winning strategy for calendar year 2010 was one by using Piotroski F-Score with a 138.8% stock market gain over 12 months.
The compelling result comes from value investing and Piotroski F-Score's efficient calculation metrics to find the most valuable stocks.
Piotroski F-Score performance is demonstrated by comparing portfolios that are comprised of equities with a specific F-Score. For example, portfolio F1 contains equities that have a F-Score of 1, portfolio F2 contains equities that have a F-Score of 2, and so on.
While the F-Score is a rating between 0 to 9, in the US market there are few to none companies that have displayed a F-Score of 0 or 9. Thus, below only portfolios with an F-Score of 1 to 8 are displayed.
Portfolios were rebalanced monthly using a market-cap weighted method, with 20 bps deducted as costs per transaction.
Annual Return |
Cumulative Return |
Volatility |
Sharpe ratio |
Calmar ratio |
Max Drawdown |
Omega ratio |
Sortino ratio |
Skew |
Kurtosis |
Tail ratio |
Monthly value at risk |
Alpha |
Beta |
SPY |
9.01% |
576.79 |
14.55% |
0.67 |
0.17 |
-52.56% |
1.65 |
1.00 |
-0.60 |
1.40 |
0.98 |
-0.06 |
0.00% |
1.00 |
F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 |
-11.81% | 8.62% | 10.31% | 10.23% | 9.76% | 8.79% | 9.48% | 8.76% |
-93.83 | 524.53 | 779.83 | 766.65 | 687.18 | 546.81 | 645.03 | 543.85 |
26.37% | 29.87% | 22.03% | 17.86% | 17.09% | 16.71% | 17.13% | 18.81% |
-0.34 | 0.42 | 0.56 | 0.64 | 0.63 | 0.59 | 0.62 | 0.54 |
-0.12 | 0.12 | 0.16 | 0.19 | 0.19 | 0.17 | 0.18 | 0.19 |
-96.59% | -74.11% | -62.92% | -54.74% | -51.93% | -52.05% | -51.95% | -46.50% |
0.63 | 1.42 | 1.60 | 1.69 | 1.67 | 1.61 | 1.64 | 1.52 |
-0.48 | 0.68 | 0.91 | 1.01 | 0.97 | 0.89 | 0.94 | 0.84 |
1.11 | 0.46 | 0.31 | -0.03 | -0.29 | -0.36 | -0.44 | -0.09 |
13.57 | 3.75 | 4.58 | 4.81 | 3.72 | 3.86 | 3.54 | 2.31 |
0.58 | 1.13 | 1.32 | 1.09 | 1.04 | 0.99 | 1.07 | 0.95 |
-0.13 | -0.13 | -0.09 | -0.08 | -0.07 | -0.07 | -0.07 | -0.08 |
-11.96% | 1.63% | 2.14% | 2.70% | 2.41% | 1.64% | 2.25% | 1.64% |
0.37 | 1.42 | 1.30 | 1.12 | 1.08 | 1.06 | 1.07 | 1.10 |