Table 2.
Empirical FDRs and powers (%) for the new FDR procedure and B-Y procedure with α2 = 0.1, n1 = n2 = 100, and 100 replications.
p | Method | Case 1 | Case 2 | ||||
---|---|---|---|---|---|---|---|
| |||||||
Model 1 | Model 2 | Model 3 | Model 1 | Model 2 | Model 3 | ||
Size | |||||||
| |||||||
100 | NEW | 5.9 | 5.8 | 6.8 | 3.8 | 4.5 | 3.6 |
B-Y | 0.3 | 1.0 | 0.7 | 0.1 | 0.3 | 0.7 | |
| |||||||
400 | NEW | 6.7 | 7.4 | 6.8 | 6.2 | 5.5 | 5.5 |
B-Y | 0.4 | 0.6 | 0.4 | 0.2 | 0.7 | 0.5 | |
| |||||||
1000 | NEW | 6.2 | 6.0 | 6.1 | 9.4 | 9.4 | 9.8 |
B-Y | 0.6 | 1.0 | 0.4 | 1.5 | 1.6 | 1.4 | |
| |||||||
Power | |||||||
| |||||||
100 | NEW | 95.3 | 94.7 | 94.7 | 93.3 | 92.1 | 90.4 |
B-Y | 91.5 | 88.1 | 88.5 | 88.6 | 90.3 | 88.3 | |
| |||||||
400 | NEW | 92.7 | 88.2 | 90.8 | 84.3 | 82.9 | 83.6 |
B-Y | 86.1 | 82.2 | 84.3 | 81.5 | 78.7 | 81.3 | |
| |||||||
1000 | NEW | 84.7 | 82.7 | 85.1 | 71.7 | 70.4 | 71.9 |
B-Y | 77.7 | 75.0 | 77.6 | 66.2 | 64.5 | 66.1 |