Table 3 P-values comparing power by different methods.
ρ | True π0 | BY | SampG.q | SampS.q | SampG.m | SampS.m | |
|---|---|---|---|---|---|---|---|
Data-B | 0.3 | 0.9 | 3.71E-17 | 1.10E-04 | 1.06E-04 | 2.06E-02 | 8.37E-03 |
0.8 | 2.74E-31 | 3.93E-05 | 2.97E-05 | 1.94E-03 | 5.58E-04 | ||
0.7 | 7.82E-34 | 7.72E-08 | 2.57E-08 | 3.20E-07 | 1.09E-07 | ||
0.6 | 4.48E-48 | 8.31E-12 | 9.01E-12 | 2.78E-12 | 5.55E-13 | ||
0.5 | 0.9 | 1.67E-08 | 4.95E-03 | 3.35E-03 | 3.73E-02 | 7.94E-03 | |
0.8 | 1.06E-13 | 7.70E-04 | 6.05E-06 | 4.06E-02 | 9.28E-04 | ||
0.7 | 6.42E-15 | 2.14E-03 | 1.12E-04 | 1.60E-02 | 2.37E-03 | ||
0.6 | 1.28E-17 | 5.55E-04 | 1.77E-06 | 2.99E-03 | 1.41E-04 | ||
0.7 | 0.9 | 9.89E-03 | 8.65E-02 | 4.81E-02 | 6.76E-02 | 5.24E-02 | |
0.8 | 4.72E-06 | 2.38E-02 | 1.11E-02 | 2.89E-02 | 1.73E-02 | ||
0.7 | 2.65E-08 | 1.53E-01 | 7.25E-03 | 2.85E-01 | 5.92E-02 | ||
0.6 | 1.73E-06 | 1.19E-01 | 2.52E-02 | 1.25E-01 | 5.93E-02 | ||
Data-M | 0.9 | 1.77E-53 | 9.78E-05 | 1.00E-06 | 3.66E-03 | 1.37E-05 | |
0.8 | 1.69E-62 | 3.05E-06 | 2.16E-10 | 3.52E-04 | 7.14E-08 | ||
0.7 | 1.53E-74 | 5.27E-03 | 4.66E-08 | 3.86E-01 | 6.87E-03 | ||
0.6 | 2.37E-80 | 2.05E-04 | 3.42E-10 | 2.49E-01 | 1.34E-05 |