Method | Significance level α | Performance of type I error control | |||||
---|---|---|---|---|---|---|---|
0.05 | 0.01 | 0.001 | Average | Inflated | Well-controlled | Conservative | |
MLR | 0.00 | 0.00 | 0.00 | 0.00 |  |  | √ |
FLM | 0.00 | 0.00 | 0.00 | 0.00 |  |  | √ |
HC | 1.33 | 1.82 | 2.33 | 1.83 | √ |  |  |
GHC | 1.26 | 1.65 | 1.94 | 1.62 | √ |  |  |
BJ | 1.29 | 1.64 | 1.97 | 1.63 | √ |  |  |
GBJ | 0.85 | 1.32 | 1.71 | 1.29 | √ |  |  |
DOT | 0.00 | 0.00 | 0.00 | 0.00 |  |  | √ |
BT | 1.04 | 1.07 | 1.10 | 1.07 |  | √ |  |
SKAT-O | 1.08 | 1.18 | 1.11 | 1.12 |  | √ |  |
SKAT | 1.02 | 1.08 | 1.08 | 1.06 |  | √ |  |
Simes | 0.82 | 0.82 | 0.82 | 0.82 |  | √ |  |
FCP | 5.29 | 21.88 | 174.81 | 67.33 | √ |  |  |
TPM | 2.45 | 10.39 | 86.81 | 33.22 | √ |  |  |
RTP | 3.76 | 14.71 | 110.07 | 42.85 | √ |  |  |
minP | 0.88 | 0.82 | 0.77 | 0.82 |  | √ |  |
ART | 4.15 | 16.51 | 126.91 | 49.19 | √ |  |  |
ART-A | 1.17 | 3.05 | 12.97 | 5.73 | √ |  |  |
GM | 2.01 | 7.43 | 52.03 | 20.49 | √ |  |  |
SimpleM | 0.39 | 0.41 | 0.41 | 0.40 |  |  | √ |
GATES | 1.47 | 1.53 | 1.51 | 1.50 | √ |  |  |
HMP | 0.87 | 1.01 | 1.06 | 0.98 |  | √ |  |
ACAT | 1.04 | 1.08 | 1.07 | 1.06 |  | √ |  |