TABLE 1.
Summary statistics of the number of DEGs detected and the number of correctly detected DEGs by ZIQRank and existing methods, with adjusted p-value less than 0.05, in unadjusted simulation study
| Method | nDEG | sd | ntrueDEG | sd |
|---|---|---|---|---|
| ZIQRank-MinP | 1878.10 | 9.34 | 1838.80 | 9.41 |
| ZIQRank-Cauchy | 1390.00 | 21.84 | 1375.10 | 21.28 |
| QRank | 1636.40 | 17.91 | 1600.20 | 16.11 |
| QRank-MinP | 1825.40 | 16.71 | 1802.30 | 15.10 |
| QRank-Cauchy | 1278.60 | 16.02 | 1268.10 | 15.73 |
| linear | 1365.60 | 20.35 | 1349.00 | 18.74 |
| MAST | 1586.80 | 8.73 | 1578.10 | 8.89 |
| Monocle | 1255.20 | 24.59 | 1236.90 | 23.48 |
| scDD | 1656.50 | 15.62 | 1643.30 | 13.50 |
| DESeq2 | 1215.60 | 25.06 | 1215.40 | 25.10 |