Table 1.
β=0.15 | β=0.3 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Set 1 | Set 5 | Set 10 | Set 15 | Set 20 | Set 1 | Set 5 | Set 10 | Set 15 | Set 20 | |
Weighted | 0.007 | 0.007 | 0.006 | 0.009 | 0.017 | 0 | 0 | 0 | 0.001 | 0.001 |
Unweighted | 0.002 | 0.007 | 0.008 | 0.014 | 0.022 | 0 | 0 | 0 | 0 | 0.003 |
GOSeq | 0.019 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
CAMERA | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Type I error of selected sets (p-value <0.05) under different β. All four methods maintain the type I error under the controlled level (0.05)