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Table 3 Correct classification rate in simulated data

From: A statistical approach for identifying differential distributions in single-cell RNA-seq experiments

 

Gene category

Sample size

DE

DP

DM

DB

50

0.719

0.801

0.557

0.665

75

0.760

0.732

0.576

0.698

100

0.782

0.678

0.599

0.706

500

0.816

0.550

0.583

0.646

  1. Average correct classification rate for detected DD genes. Averages are calculated over 20 replications. Standard errors were <0.025 (not shown)
  2. DB both differential modality and different component means, DD differential distribution, DE differential expression, DM differential modality, DP differential proportion