|  | Logistic | DSS | z-test | Bayesian |
---|---|---|---|---|---|
 |  | regression |  |  |  |
γ=0.01 | FDR | 0.0027 | 0 | 0.0034 | 0.0069 |
 | mdFDR | 0.0029 | 0 | 0.0036 | 0.008 |
 | TPR | 0.1953 | 0.0171 | 0.183 | 0.2494 |
 | TPR_hypo | 0.1948 | 0.0167 | 0.1918 | 0.2545 |
 | TPR_hyper | 0.1958 | 0.0176 | 0.171 | 0.2418 |
γ=0.05 | FDR | 0.0097 | 0 | 0.0113 | 0.014 |
 | mdFDR | 0.0097 | 0 | 0.0113 | 0.0141 |
 | TPR | 0.3554 | 0.0364 | 0.3235 | 0.4038 |
 | TPR_hypo | 0.3604 | 0.0375 | 0.3392 | 0.419 |
 | TPR_hyper | 0.3494 | 0.035 | 0.3044 | 0.3853 |
γ=0.1 | FDR | 0.0119 | 0 | 0.0142 | 0.0156 |
 | mdFDR | 0.0119 | 0 | 0.0142 | 0.0156 |
 | TPR | 0.5053 | 0.0668 | 0.4588 | 0.5745 |
 | TPR_hypo | 0.5021 | 0.0692 | 0.4637 | 0.5836 |
 | TPR_hyper | 0.509 | 0.0641 | 0.453 | 0.5637 |
γ=0.15 | FDR | 0.012 | 0 | 0.0147 | 0.0156 |
 | mdFDR | 0.012 | 0 | 0.0147 | 0.0156 |
 | TPR | 0.6385 | 0.1074 | 0.5939 | 0.7158 |
 | TPR_hypo | 0.6309 | 0.112 | 0.5905 | 0.7205 |
 | TPR_hyper | 0.6477 | 0.1016 | 0.5981 | 0.7101 |
γ=0.2 | FDR | 0.0116 | 0.0001 | 0.0146 | 0.0153 |
 | mdFDR | 0.0116 | 0.0001 | 0.0146 | 0.0153 |
 | TPR | 0.7546 | 0.1576 | 0.7203 | 0.8254 |
 | TPR_hypo | 0.7459 | 0.1612 | 0.7129 | 0.8287 |
 | TPR_hyper | 0.7659 | 0.1529 | 0.7298 | 0.821 |