From: Detection of high variability in gene expression from single-cell RNA-seq profiling
Simulation parameters | Regression results | |||||||
---|---|---|---|---|---|---|---|---|
Prct (%) | s | α | β | # of cells | \( \hat{\alpha} \) | \( \hat{\beta} \) | RMSE | RMSE (Eq. 9) |
10 | 2 | 0.15 | 1.2 | 50 | 0.1595 ± 0.0024 | 1.1078 ± 0.0040 | 0.0127 ± 0.0007 | 0.037 ± 0.007 |
100 | 0.1587 ± 0.0023 | 1.1416 ± 0.0044 | 0.0085 ± 0.0009 | 0.034 ± 0.006 | ||||
500 | 0.1575 ± 0.0009 | 1.1836 ± 0.0036 | 0.0047 ± 0.0008 | 0.032 ± 0.008 |