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Table 3 Simulated FDR and Power Rate (10 Analyses τ = 5%)

From: Sequential interim analyses of survival data in DNA microarray experiments

 

Analysis

 

1

2

3

4

5

 

mean

sd

mean

sd

mean

sd

mean

sd

mean

sd

#found genes

0

0

0

1

2

10

18

38

99

78

FDR

0.015

0.119

0.049

0.210

0.104

0.292

0.063

0.170

0.062

0.091

APR

0.000

0.000

0.000

0.001

0.003

0.019

0.033

0.070

0.185

0.146

0.036

0.038

0.032

0.067

0.004

0.022

0.030

0.063

0.168

0.142

(S)

0.038

0.047

0.034

0.090

0.005

0.030

0.032

0.082

0.177

0.182

(L)

0.292

0.403

0.441

0.221

0.409

0.115

0.511

0.125

0.623

0.123

 

6

7

8

9

10

 

mean

sd

mean

sd

mean

sd

mean

sd

mean

sd

#found genes

215

70

284

49

318

38

333

31

332

27

FDR

0.056

0.030

0.056

0.017

0.055

0.015

0.055

0.014

0.055

0.014

APR

0.406

0.132

0.537

0.092

0.601

0.070

0.629

0.058

0.627

0.049

0.362

0.152

0.471

0.139

0.526

0.142

0.549

0.147

0.551

0.153

(S)

0.373

0.220

0.486

0.224

0.522

0.215

0.539

0.217

0.543

0.221

(L)

0.702

0.119

0.746

0.114

0.765

0.109

0.774

0.113

0.772

0.113

  1. The descriptive values for each interim analysis including the number detected genes, the simulated FDR, the real APR, and the APR estimates, all in the setting of τ = 5% altered genes and ten interim analyses.