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Table 3 Number of detections (mean and standard deviation) at target FDR = 0.1 and true FDR for the set of detections (median and IQR: interquartile range)

From: ShrinkBayes: a versatile R-package for analysis of count-based sequencing data in complex study designs

Method

# Detections

True FDR

 

mean (sd)

Median (IQR)

ShrinkBayes

37.4 (4.60)

0.171 (0.072)

ShrinkBayes, Old

132.1 (15.3)

0.509 (0.038)

edgeR

58.8 (12.9)

0.258 (0.120)

DESeq

10.4 (3.75)

0.191 (0.178)

Kruskal-Wallis

0 (0)

NA

  1. Results are summaries from 10 repeats of the simulated data sets.