n | p | SGT | MARSA | Penalized likelihood | |||||
α = 0.05 | α = 0.001 | FDR = 0.05 | FDR = 0.1 | LASSO | ELASTA5* | ELASTA3** | |||
50 | 250 | 0.322 | 0.034 | 0.083 | 0.203 | 0.218 | 0.208 | 0.377 | 0.486 |
500 | 0.314 | 0.036 | 0.079 | 0.204 | 0.145 | 0.106 | 0.205 | 0.361 | |
750 | 0.32 | 0.035 | 0.082 | 0.197 | 0.118 | 0.071 | 0.123 | 0.232 | |
100 | 250 | 0.555 | 0.114 | 0.418 | 0.578 | 0.496 | 0.65 | 0.734 | 0.767 |
500 | 0.553 | 0.114 | 0.411 | 0.576 | 0.382 | 0.428 | 0.584 | 0.708 | |
750 | 0.548 | 0.113 | 0.404 | 0.571 | 0.326 | 0.307 | 0.438 | 0.596 | |
200 | 250 | 0.848 | 0.374 | 0.828 | 0.901 | 0.856 | 0.954 | 0.955 | 0.955 |
500 | 0.844 | 0.368 | 0.823 | 0.895 | 0.781 | 0.943 | 0.95 | 0.953 | |
750 | 0.843 | 0.367 | 0.822 | 0.897 | 0.73 | 0.912 | 0.935 | 0.944 |