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Table 1 The p-value of t-statistic under the evaluation model 1 on two real datasets.

From: The impact of sample imbalance on identifying differentially expressed genes

SR

2

3

4

5

6

7.5

Prostate

      

F

1.4e-115

l.0e-162

9.9e-174

1.8e-188

1.6e-201

6.2e-232

welch-t

2.3e-112

3.3e-157

5.0e-177

4.4e-189

3.4e-213

3.2e-249

sam

4.8e-090

1.3e-146

3.0e-164

3.1e-186

7.9e-203

4.8e-230

wilcoxon

1.3e-112

1.4e-156

6.3e-182

9.5e-202

1.6e-230

1.2e-279

Reg-t

2.8e-108

4.9e-159

3.9e-170

1.3e-183

9.7e-199

2.8e-229

Pan

1.7e-084

2.8e-135

1.3e-154

5.9e-176

2.0e-192

9.3e-227

Liver

      

F

3.1e-118

5.3e-151

4.6e-171

4.7e-188

7.3e-198

1.5e-204

welch-t

9.8e-086

1.9e-122

1.8e-144

1.7e-156

6.6e-173

7.8e-185

sam

6.1e-106

3.5e-139

7.4e-166

2.0e-178

2.8e-187

3.1e-195

wilcoxon

2.6e-107

1.3e-148

1.6e-173

1.7e-189

1.2e-200

2.9e-211

Reg-t

3.4e-119

4.7e-153

8.9e-177

1.2e-188

8.6e-198

8.8e-205

Pan

5.1e-073

1.1e-111

7.0e-135

1.8e-144

5.9e-165

1.8e-177