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Table 3 Significance of differences in AUC

From: Distributional fold change test – a statistical approach for detecting differential expression in microarray experiments

  DFC – t-test DFC – CAT DFC – t-test DFC – CAT
Wilcoxon on AUC 0.0005 0.0122 0.0005 0.0322
t-test on 0.5ln(AUC/(1-AUC)) 3e-5 0.0017 3e-4 0.0103
  1. Paired-sample single sided Wilcoxon test p-values calculated for AUC and paired-sample single sided t- test p-values calculated for logit transformed AUC, variable 0.5×ln(AUC/(1-AUC)).