Fig. 2.

Estimation bias after imputing simulated data (Additional file 14: Table S1; Primary). a Scatter plots compare the true transcript counts (x-axis) to estimated counts (y-axis) for those lost to dropout. The red diagonal indicates unbiased estimation. b The percent absolute error for all missing counts. c The percent error for counts specific to the top ten marker genes across cell types. The dashed lines indicate 100% error, or no improvement over dropout