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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 |
8.68% |
537.84 |
14.59% |
0.65 |
0.17 |
-52.56% |
1.62 |
0.96 |
-0.59 |
1.34 |
0.98 |
-0.06 |
0.00% |
1.00 |
F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 |
-11.77% | 8.57% | 10.25% | 10.09% | 9.64% | 8.57% | 9.31% | 8.64% |
-93.83 | 523.53 | 776.84 | 749.06 | 674.74 | 523.01 | 624.76 | 532.19 |
26.32% | 29.81% | 21.99% | 17.83% | 17.07% | 16.71% | 17.11% | 18.79% |
-0.34 | 0.42 | 0.55 | 0.63 | 0.63 | 0.58 | 0.61 | 0.54 |
-0.12 | 0.12 | 0.16 | 0.18 | 0.19 | 0.16 | 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 | 1.68 | 1.66 | 1.59 | 1.63 | 1.51 |
-0.47 | 0.68 | 0.90 | 1.00 | 0.97 | 0.88 | 0.92 | 0.83 |
1.11 | 0.47 | 0.31 | -0.02 | -0.28 | -0.35 | -0.44 | -0.08 |
13.63 | 3.78 | 4.61 | 4.82 | 3.73 | 3.84 | 3.53 | 2.32 |
0.57 | 1.13 | 1.31 | 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 |
-11.83% | 1.91% | 2.39% | 2.81% | 2.55% | 1.66% | 2.32% | 1.77% |
0.37 | 1.42 | 1.30 | 1.11 | 1.08 | 1.06 | 1.07 | 1.10 |