Table 2 P-values comparing FDR by different methods.
ρ | True π0 | BY | SampG.q | SampS.q | SampG.m | SampS.m | |
|---|---|---|---|---|---|---|---|
Data-B | 0.3 | 0.9 | 3.25E-11 | 3.68E-01 | 1.56E-02 | 1.31E-01 | 1.29E-01 |
0.8 | 7.45E-26 | 8.70E-04 | 8.40E-04 | 7.20E-03 | 4.12E-03 | ||
0.7 | 2.80E-32 | 6.23E-07 | 1.34E-07 | 4.13E-06 | 2.38E-06 | ||
0.6 | 9.74E-46 | 6.00E-09 | 6.10E-08 | 1.92E-08 | 4.47E-09 | ||
0.5 | 0.9 | 1.28E-10 | 1.74E-03 | 3.68E-05 | 4.56E-03 | 6.45E-04 | |
0.8 | 4.17E-14 | 8.92E-06 | 5.09E-06 | 1.81E-04 | 2.94E-05 | ||
0.7 | 3.12E-21 | 4.94E-08 | 5.46E-10 | 1.40E-05 | 2.12E-07 | ||
0.6 | 2.19E-21 | 1.36E-07 | 2.81E-10 | 1.20E-06 | 1.75E-08 | ||
0.7 | 0.9 | 4.20E-06 | 1.26E-02 | 1.11E-03 | 2.86E-02 | 6.62E-03 | |
0.8 | 1.32E-07 | 2.00E-04 | 2.62E-05 | 3.48E-04 | 1.15E-04 | ||
0.7 | 5.96E-10 | 2.12E-03 | 1.49E-04 | 1.62E-03 | 4.58E-04 | ||
0.6 | 4.06E-10 | 6.75E-04 | 3.24E-05 | 6.96E-04 | 1.52E-04 | ||
Data-M | 0.9 | 4.92E-08 | 8.63E-05 | 1.97E-05 | 4.39E-04 | 4.16E-05 | |
0.8 | 1.01E-09 | 3.05E-05 | 5.13E-07 | 4.84E-05 | 7.05E-06 | ||
0.7 | 2.76E-10 | 3.31E-05 | 1.83E-06 | 1.70E-04 | 2.28E-05 | ||
0.6 | 1.61E-12 | 8.38E-07 | 5.29E-09 | 6.91E-06 | 6.11E-07 |