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Table 1 Differentially expressed gene numbers reported by different multiple tests.

From: Parallel multiplicity and error discovery rate (EDR) in microarray experiments

 

Data sets

Test

Hyperinsulinemic

miRNA knockout

Colorectal cancers

raw p

46

2350

10973

PCER

104

4351

18425

PFER

9

442

2025

Bonferroni

0

144

605

Holm

0

144

609

Hochberg

0

144

609

SidakSD

0

144

614

BH

0

407

5552

BY

0

227

2221

qvalue

0

407

6108

SAM

0

0

5330

Bayes

0

0

5705

EDR

5

593

4810

  1. The raw cel files of these three data sets [21, 23, 25] were downloaded from the NCBI GEO database (GSE7146, GSE7333, GSE4107) and were preprocessed by the GC-RMA method. Two groups in each data set were tested by two-tailed t test assuming equal variance. All multiple tests and raw p- values were applied at the same significance level of α = 0.05.