TABLE 2.
Powers for detecting at least one AE at the nominal significance level of 0.05 based on 1,000 replicates.
| n | ρ | r | Bonf. (Fisher) | Bonf. (Score) | Perm. (Fisher) | Perm. (Score) | Proposed |
|---|---|---|---|---|---|---|---|
| Simulation settings mimicking Example One | |||||||
| 100 | 0 | 0 | 0.034 | 0.091 | 0.200 | 0.201 | 0.211 |
| 0.3 | 0 | 0.036 | 0.094 | 0.189 | 0.178 | 0.190 | |
| 0.6 | 0 | 0.032 | 0.072 | 0.183 | 0.190 | 0.190 | |
| 0.9 | 0 | 0.035 | 0.076 | 0.183 | 0.181 | 0.190 | |
| 0.3 | 0.15 | 0.029 | 0.077 | 0.186 | 0.188 | 0.193 | |
| 0.6 | 0.3 | 0.029 | 0.070 | 0.177 | 0.179 | 0.180 | |
| 0.9 | 0.45 | 0.028 | 0.072 | 0.161 | 0.147 | 0.152 | |
| 200 | 0 | 0 | 0.161 | 0.229 | 0.384 | 0.378 | 0.379 |
| 0.3 | 0 | 0.159 | 0.221 | 0.372 | 0.363 | 0.358 | |
| 0.6 | 0 | 0.140 | 0.217 | 0.372 | 0.359 | 0.361 | |
| 0.9 | 0 | 0.151 | 0.198 | 0.344 | 0.340 | 0.337 | |
| 0.3 | 0.15 | 0.147 | 0.219 | 0.374 | 0.366 | 0.364 | |
| 0.6 | 0.3 | 0.151 | 0.215 | 0.364 | 0.353 | 0.350 | |
| 0.9 | 0.45 | 0.159 | 0.221 | 0.360 | 0.354 | 0.356 | |
| Simulation settings mimicking Example Two | |||||||
| 100 | 0 | 0 | 0.009 | 0.055 | 0.450 | 0.465 | 0.577 |
| 0.3 | 0 | 0.006 | 0.043 | 0.459 | 0.477 | 0.592 | |
| 0.6 | 0 | 0.007 | 0.047 | 0.458 | 0.480 | 0.592 | |
| 0.9 | 0 | 0.006 | 0.048 | 0.500 | 0.541 | 0.633 | |
| 0.3 | 0.15 | 0.006 | 0.054 | 0.457 | 0.484 | 0.589 | |
| 0.6 | 0.3 | 0.009 | 0.049 | 0.458 | 0.486 | 0.575 | |
| 0.9 | 0.45 | 0.007 | 0.041 | 0.503 | 0.561 | 0.614 | |
| 200 | 0 | 0 | 0.327 | 0.631 | 0.947 | 0.981 | 0.973 |
| 0.3 | 0 | 0.320 | 0.608 | 0.946 | 0.978 | 0.972 | |
| 0.6 | 0 | 0.322 | 0.613 | 0.958 | 0.978 | 0.972 | |
| 0.9 | 0 | 0.353 | 0.615 | 0.966 | 0.984 | 0.980 | |
| 0.3 | 0.15 | 0.330 | 0.597 | 0.948 | 0.975 | 0.967 | |
| 0.6 | 0.3 | 0.326 | 0.593 | 0.940 | 0.964 | 0.958 | |
| 0.9 | 0.45 | 0.310 | 0.576 | 0.953 | 0.970 | 0.970 | |