Strong | SB | BH | SGoF | ||||||
---|---|---|---|---|---|---|---|---|---|
N | % effect | S | Significant | Detected | FDR | Detected | FDR | Detected | FDR |
5 | 5% | 100 | 6.6 | 0.09 | 62 | 0.11 | 62 | 0.23 | 59 |
5 | 5% | 1000 | 6.7 | 0.01 | 53 | 0.01 | 54 | 0.47 | 60 |
5 | 5% | 10000 | 6.7 | 0.00 | 42 | 0.00 | 47 | 1.24 | 60 |
5 | 10% | 100 | 8.5 | 0.14 | 31 | 0.17 | 30 | 0.85 | 46 |
5 | 10% | 1000 | 8.4 | 0.01 | 36 | 0.02 | 35 | 1.97 | 43 |
5 | 10% | 10000 | 8.3 | 0.00 | 31 | 0.00 | 30 | 2.88 | 45 |
5 | 20% | 100 | 11.7 | 0.17 | 18 | 0.28 | 18 | 3.03 | 26 |
5 | 20% | 1000 | 11.7 | 0.02 | 17 | 0.03 | 18 | 5.28 | 28 |
5 | 20% | 10000 | 11.7 | 0.00 | 22 | 0.00 | 21 | 6.23 | 29 |
Mean | 0.05 | 34.7 | 0.07 | 35 | 2.46 | 44 | |||
SD | 0.067 | 15.48 | 0.099 | 16.04 | 2.118 | 13.91 | |||
10 | 5% | 100 | 8.7 | 0.49 | 8 | 0.75 | 11 | 0.95 | 24 |
10 | 5% | 1000 | 8.6 | 0.09 | 6 | 0.27 | 8 | 2.25 | 23 |
10 | 5% | 10000 | 8.6 | 0.01 | 4 | 0.11 | 6 | 3.21 | 28 |
10 | 10% | 100 | 12.3 | 1.00 | 5 | 2.08 | 8 | 3.56 | 14 |
10 | 10% | 1000 | 12.3 | 0.18 | 2 | 1.18 | 6 | 5.92 | 17 |
10 | 10% | 10000 | 12.3 | 0.03 | 2 | 0.93 | 5 | 6.86 | 20 |
10 | 20% | 100 | 19.5 | 1.91 | 3 | 6.37 | 5 | 10.53 | 9 |
10 | 20% | 1000 | 19.6 | 0.33 | 1 | 5.38 | 4 | 13.23 | 11 |
10 | 20% | 10000 | 19.6 | 0.05 | 1 | 5.30 | 4 | 14.17 | 12 |
Mean | 0.45 | 3.6 | 2.49 | 6.3 | 6.74 | 17.6 | |||
SD | 0.631 | 2.40 | 2.481 | 2.29 | 4.856 | 6.58 | |||
20 | 5% | 100 | 9.8 | 2.92 | 2 | 4.18 | 7 | 1.59 | 6 |
20 | 5% | 1000 | 9.7 | 1.38 | 0 | 4.04 | 5 | 3.35 | 4 |
20 | 5% | 10000 | 9.7 | 0.47 | 0 | 3.97 | 5 | 4.24 | 6 |
20 | 10% | 100 | 14.4 | 5.86 | 1 | 9.06 | 5 | 5.49 | 2 |
20 | 10% | 1000 | 14.3 | 2.75 | 0 | 8.90 | 5 | 7.93 | 3 |
20 | 10% | 10000 | 14.3 | 0.95 | 0 | 8.85 | 4 | 8.90 | 5 |
20 | 20% | 100 | 23.6 | 11.78 | 0 | 19.04 | 4 | 14.64 | 2 |
20 | 20% | 1000 | 23.6 | 5.50 | 0 | 18.88 | 4 | 17.23 | 2 |
20 | 20% | 10000 | 23.7 | 1.91 | 0 | 19.01 | 4 | 18.27 | 3 |
Mean | 3.72 | 0.3 | 10.66 | 4.7 | 9.07 | 3.7 | |||
SD | 3.558 | 0.71 | 6.586 | 0.97 | 6.209 | 1.66 |