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Table 5 Simulated FDR and Power Rates (Parameters from the Breast Cancer Data)

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

0

14

34

701

227

1650

396

FDR

0.000

0.000

0.000

0.000

0.074

0.179

0.035

0.008

0.034

0.005

APR

0.000

0.000

0.000

0.000

0.002

0.004

0.079

0.026

0.186

0.045

0.000

0.000

0.100

0.160

0.004

0.008

0.117

0.031

0.234

0.044

(S)

0.000

0.000

0.118

0.238

0.003

0.007

0.107

0.029

0.217

0.043

(L)

0.000

0.000

0.443

0.374

0.371

0.032

0.514

0.030

0.591

0.029

 

6

7

8

9

10

 

mean

sd

mean

sd

mean

sd

mean

sd

mean

sd

#found genes

2005

413

2318

457

2614

442

2906

447

3107

439

FDR

0.034

0.005

0.033

0.005

0.033

0.005

0.034

0.004

0.033

0.004

APR

0.227

0.046

0.262

0.051

0.296

0.050

0.329

0.050

0.352

0.050

0.275

0.046

0.308

0.050

0.341

0.048

0.371

0.048

0.392

0.046

(S)

0.259

0.046

0.289

0.051

0.324

0.049

0.354

0.050

0.375

0.051

(L)

0.617

0.029

0.631

0.029

0.648

0.029

0.664

0.030

0.675

0.032

  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 where parameters were taken from the breast cancer data.