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Table 2 Empirically estimated performance measures for the tests of differential connectivity of single genes using correlation scores applied at a targeted nominal level of 5%.

From: A statistical framework for differential network analysis from microarray data

n ρ Sensitivity Specificity TDR TNR
   unadjusted adjusted unadjusted adjusted unadjusted adjusted unadjusted adjusted
50 .5 .990 .893 .949 .970 .951 .970 .989 .982
200   1 1 .946 .970 .949 .971 1 1
50 .7 1 1 .948 .969 .951 .970 1 1
200   1 1 .950 .973 .952 .973 1 1
50 .9 1 1 .946 .969 .948 .970 1 1
200   1 1 .948 .968 .950 .969 1 1
  1. The measures are reported based on both unadjusted p-values and p-values adjusted based on the BH multiplicity correction. The number of "important" genes was 10 and the total number of genes was 20.