Weak | SB | BH | SGoF | ||||||
---|---|---|---|---|---|---|---|---|---|
N | % effect | S | Significant | Detected | FDR | Detected | FDR | Detected | FDR |
5 | 5% | 100 | 5.2 | 0.04 | 98 | 0.04 | 98 | 0.07 | 85 |
5 | 5% | 1000 | 5.2 | 0.01 | 78 | 0.01 | 80 | 0.01 | 91 |
5 | 5% | 10000 | 5.2 | 0.00 | 91 | 0.00 | 88 | 0.02 | 89 |
5 | 10% | 100 | 5.4 | 0.06 | 86 | 0.06 | 87 | 0.09 | 83 |
5 | 10% | 1000 | 5.5 | 0.01 | 83 | 0.01 | 84 | 0.04 | 78 |
5 | 10% | 10000 | 5.5 | 0.00 | 80 | 0.00 | 83 | 0.11 | 80 |
5 | 20% | 100 | 5.9 | 0.08 | 57 | 0.08 | 60 | 0.12 | 64 |
5 | 20% | 1000 | 6.0 | 0.01 | 57 | 0.01 | 58 | 0.13 | 63 |
5 | 20% | 10000 | 6.0 | 0.00 | 70 | 0.00 | 69 | 0.54 | 63 |
Mean | 0.02 | 77.8 | 0.02 | 78.6 | 0.12 | 77.3 | |||
SD | 0.030 | 14.18 | 0.030 | 13.45 | 0.161 | 11.24 | |||
10 | 5% | 100 | 5.7 | 0.05 | 72 | 0.06 | 70 | 0.09 | 80 |
10 | 5% | 1000 | 5.6 | 0.01 | 69 | 0.01 | 67 | 0.06 | 77 |
10 | 5% | 10000 | 5.6 | 0.00 | 71 | 0.00 | 71 | 0.22 | 74 |
10 | 10% | 100 | 6.2 | 0.06 | 56 | 0.08 | 57 | 0.19 | 67 |
10 | 10% | 1000 | 6.2 | 0.01 | 44 | 0.01 | 47 | 0.24 | 59 |
10 | 10% | 10000 | 6.3 | 0.00 | 44 | 0.00 | 45 | 0.84 | 61 |
10 | 20% | 100 | 7.6 | 0.12 | 35 | 0.15 | 35 | 0.52 | 42 |
10 | 20% | 1000 | 7.5 | 0.01 | 30 | 0.02 | 30 | 1.14 | 42 |
10 | 20% | 10000 | 7.5 | 0.00 | 27 | 0.00 | 30 | 2.11 | 44 |
Mean | 0.03 | 49.8 | 0.04 | 50.2 | 0.60 | 60.7 | |||
SD | 0.041 | 17.85 | 0.051 | 16.72 | 0.674 | 15.15 | |||
20 | 5% | 100 | 6.4 | 0.14 | 33 | 0.17 | 35 | 0.20 | 60 |
20 | 5% | 1000 | 6.5 | 0.02 | 31 | 0.03 | 30 | 0.33 | 51 |
20 | 5% | 10000 | 6.4 | 0.00 | 18 | 0.00 | 19 | 1.01 | 53 |
20 | 10% | 100 | 7.8 | 0.24 | 17 | 0.32 | 18 | 0.61 | 38 |
20 | 10% | 1000 | 7.9 | 0.03 | 13 | 0.06 | 16 | 1.53 | 36 |
20 | 10% | 10000 | 7.9 | 0.01 | 7 | 0.01 | 10 | 2.46 | 40 |
20 | 20% | 100 | 10.7 | 0.36 | 8 | 0.57 | 10 | 2.24 | 24 |
20 | 20% | 1000 | 10.8 | 0.06 | 6 | 0.15 | 9 | 4.38 | 25 |
20 | 20% | 10000 | 10.8 | 0.01 | 4 | 0.04 | 6 | 5.35 | 27 |
Mean | 0.10 | 15.22 | 0.15 | 17 | 2.01 | 39.3 | |||
SD | 0.126 | 10.67 | 0.188 | 9.89 | 1.81 | 13.02 |