Table 1.
AUC | |||
---|---|---|---|
Meta-method | 2.5% | 4% | 10% |
Fisher | 0.996 | 0.993 | 0.982 |
POE with Bss/Wss | 0.489 | 0.490 | 0.487 |
POE with IC | 0.483 | 0.492 | 0.491 |
GeneMeta | 0.861 | 0.866 | 0.876 |
RankProd | 0.999 | 0.998 | 0.834 |
Simple | 0.998 | 0.998 | 0.994 |
mDEDS | 0.998 | 0.998 | 0.994 |
The AUC values for the simulated datasets, for each meta-analysis method. DE genes are simulated at 2.5%, 4% and 10% levels, with half the genes being 'true' DE genes and the other half being 'platform specific' DE genes