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Table 3 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 .760 .340 .947 .996 .616 .913 .973 .931
200   1 .999 .949 .994 .687 .946 1 1
50 .7 .986 .862 .948 .993 .676 .935 .998 .985
200   1 1 .949 .993 .685 .943 1 1
50 .9 1 .996 .946 .992 .675 .936 1 1
200   1 1 .949 .994 .684 .948 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 100.