Table 2.
True FDRs when controlling empirical FDRs at 0.2, 0.1, 0.05 and 0.01 for the simulation setting with α = 3, β = 0.18 and fold change as 1.3 for true positive genes
FDR | Foldseq | 2Group | t-test | voom | DESeq2 | edgeR |
---|---|---|---|---|---|---|
0.2 | 0.020 | 0.228 | 0.000 | 0.532 | 0.030 | 0.065 |
0.1 | 0.010 | 0.176 | 0.000 | 0.431 | 0.010 | 0.050 |
0.05 | 0.010 | 0.150 | 0.000 | 0.345 | 0.010 | 0.030 |
0.01 | 0.000 | 0.126 | 0.000 | 0.000 | 0.010 | 0.020 |