Table 3.
Estimated false positive rates (FPR) on null plasmodes
edgeR robust DF = 50 | edgeR robust DF = 10 | edgeR robust DF = 4 | edgeR robust | edgeR classic | DESEQ2 |
---|---|---|---|---|---|
FPR - All transcripts | |||||
0.0177 a | 0.0093 b | 0.0063 c | 0.0061 c | 0.0042 d | 0.0031 e |
(0.00040) | (0.00040) | (0.00040) | (0.00040) | (0.00040) | (0.00040) |
FPR - Low-count transcripts | |||||
0.0176 a | 0.0094 b | 0.0064 c | 0.0063 c | 0.0043 d | 0.0032 e |
(0.00037) | (0.00037) | (0.00037) | (0.00037) | (0.00037) | (0.00037) |
Least square mean estimates (and corresponding SEM, shown in parentheses) of FPR for differential expression at FDR = 0.05 on all transcripts and on low-count transcripts based on DESeq2, EdgeR classic and EdgeR robust, implemented on null plasmodes of RNA-seq data. a,b,c,d,e, indicate significant differences (Tukey-Kramer adjusted P < 0.05) within a row