Tab. 2:
|β| | Methods | FD | FN | FDP | Power | FD+FN |
---|---|---|---|---|---|---|
0.25 | Univariate FDR | 35.73 | 0.72 | 0.758 | 0.964 | 36.45 |
Cross-Validation | 57.85 | 0.00 | 0.743 | 1.000 | 57.85 | |
Knockoff | 1.77 | 4.40 | 0.102 | 0.780 | 6.17 | |
PS-Fdr | 2.14 | 0.10 | 0.097 | 0.995 | 3.53 | |
0.30 | Univariate FDR | 41.17 | 0.63 | 0.680 | 0.969 | 41.80 |
Cross-Validation | 56.17 | 0.00 | 0.737 | 1.000 | 56.17 | |
Knockoff | 1.80 | 1.83 | 0.090 | 0.908 | 3.63 | |
PS-Fdr | 1.57 | 0.00 | 0.073 | 1.000 | 1.57 | |
0.35 | Univariate FDR | 45.24 | 0.58 | 0.700 | 0.971 | 45.82 |
Cross-Validation | 56.72 | 0.00 | 0.739 | 1.000 | 56.72 | |
Knockoff | 2.10 | 0.24 | 0.096 | 0.988 | 2.34 | |
PS-Fdr | 1.72 | 0.00 | 0.079 | 1.000 | 1.72 | |
0.40 | Univariate FDR | 48.22 | 0.53 | 0.712 | 0.974 | 48.75 |
Cross-Validation | 58.09 | 0.00 | 0.744 | 1.000 | 58.09 | |
Knockoff | 2.79 | 0.29 | 0.124 | 0.986 | 3.08 | |
PS-Fdr | 2.15 | 0.00 | 0.097 | 1.000 | 2.15 |