Table 1.
Results for HPH in Simulation A.
Nominal level | Actual | Number of declared | Number of declared truly | Total number of | |
---|---|---|---|---|---|
of FDR | Method | FDR | heterosis genes | heterosis genes | heterosis genes |
0.01 | SBA | 0.0018 | 495 | 494 | 613 |
SBA_div | 0.0021 | 494 | 493 | ||
eBayes_Laplace | 0.0175 | 567 | 557 | ||
eBayes_Normal | 0.0228 | 576 | 563 | ||
0.05 | SBA | 0.0129 | 562 | 555 | 613 |
SBA_div | 0.0116 | 561 | 555 | ||
eBayes_Laplace | 0.1004 | 657 | 591 | ||
eBayes_Normal | 0.1145 | 672 | 595 | ||
0.1 | SBA | 0.0420 | 609 | 583 | 613 |
SBA_div | 0.0405 | 607 | 583 | ||
eBayes_Laplace | 0.1829 | 736 | 601 | ||
eBayes_Normal | 0.2018 | 756 | 604 | ||
0.2 | SBA | 0.1305 | 694 | 603 | 613 |
SBA_div | 0.1297 | 692 | 602 | ||
eBayes_Laplace | 0.3150 | 889 | 609 | ||
eBayes_Normal | 0.3352 | 917 | 610 |