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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

Test

MAS5

RMA

 

DFC – t-test

DFC – CAT

DFC – t-test

DFC – CAT

Wilcoxon on AUC

0.0005

0.0122

0.0005

0.0322

t-test on 0.5⋅ln(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)).
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Algorithms for Molecular Biology

ISSN: 1748-7188