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Table 3 The p-Value of t-statistic on the simulated data with σ1 = σ2 = 0.5, under the evaluation model 1 (n1 ≡ 60).

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

SR 2 3 4 5 6 7.5
Precision       
F 2.1e-10 5.8e-20 3.5e-50 3.0e-085 2.1e-096 7.6e-150
welch-t 2.3e-12 1.9e-36 9.3e-85 3.8e-164 4.2e-231 0.0
sam 5.9e-08 4.5e-24 2.6e-47 3.1e-079 3.3e-092 1.7e-144
wilcoxon 1.5e-06 1.7e-14 2.3e-26 1.4e-044 9.5e-045 3.3e-064
Reg-t 1.7e-06 2.7e-15 3.2e-36 1.6e-063 3.6e-073 4.2e-123
Pan 6.7e-12 5.3e-29 1.9e-61 6.8e-117 5.5e-152 1.0e-228
Recall       
F 6.6e-76 2.0e-211 0 0 0 0
welch-t 2.1e-81 4.1e-247 0 0 0 0
sam 3.7e-74 8.5e-204 0 0 0 0
wilcoxon 9.0e-80 1.8e-228 0 0 0 0
Reg-t 3.4e-79 5.9e-215 0 0 0 0
Pan 3.1e-82 8.3e-246 0 0 0 0