Table 2.
Simulation sets with sample size n=20 and m=1,000 hypotheses
m | m0 | ρ | FDR | eFDR | bbFDR | m̂0 | r̂ | μ̂ | V̄ | φ̂ |
---|---|---|---|---|---|---|---|---|---|---|
1000 | 800 | 0.00 | 0.0385 | 0.0424 | 0.0495 | 814.3 | 192.3 | 0.0117 | 7.4 | 0.0023 |
0.10 | 0.0367 | 0.0427 | 0.0500 | 814.5 | 191.6 | 0.0117 | 7.1 | 0.0039 | ||
0.25 | 0.0339 | 0.0432 | 0.0508 | 812.5 | 190.7 | 0.0118 | 6.7 | 0.0100 | ||
0.50 | 0.0285 | 0.0437 | 0.0502 | 802.3 | 191.2 | 0.0121 | 6.2 | 0.0344 | ||
0.75 | 0.0243 | 0.0543 | 0.0461 | 804.2 | 190.7 | 0.0111 | 7.7 | 0.1025 | ||
900 | 0.00 | 0.0827 | 0.0903 | 0.0934 | 910.0 | 100.9 | 0.0103 | 8.4 | 0.0008 | |
0.10 | 0.0783 | 0.0910 | 0.0944 | 909.9 | 100.4 | 0.0104 | 8.0 | 0.0022 | ||
0.25 | 0.0706 | 0.0921 | 0.0954 | 907.9 | 99.9 | 0.0104 | 7.6 | 0.0077 | ||
0.50 | 0.0619 | 0.0947 | 0.0894 | 893.7 | 100.0 | 0.0101 | 7.9 | 0.0264 | ||
0.75 | 0.0444 | 0.1210 | 0.0678 | 892.8 | 101.9 | 0.0081 | 9.4 | 0.0696 | ||
950 | 0.00 | 0.1587 | 0.1744 | 0.1708 | 956.5 | 55.1 | 0.0098 | 8.9 | 0.0002 | |
0.10 | 0.1489 | 0.1763 | 0.1729 | 956.4 | 54.8 | 0.0098 | 8.4 | 0.0017 | ||
0.25 | 0.1297 | 0.1808 | 0.1721 | 954.4 | 54.4 | 0.0096 | 8.0 | 0.0064 | ||
0.50 | 0.1047 | 0.1915 | 0.1439 | 940.2 | 55.6 | 0.0083 | 9.1 | 0.0196 | ||
0.75 | 0.0586 | 0.2515 | 0.0972 | 942.8 | 52.6 | 0.0056 | 6.6 | 0.0444 |