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Table 3 The mean and standard errors (in brackets) of mFDR, power and the number of variables selected over 200 replications for Grace-AKO versus Grace-KO model with a pre-specified mFDR level at 0.1

From: Grace-AKO: a novel and stable knockoff filter for variable selection incorporating gene network structures

 

mFDR

Power

Number of variables selected

Grace-KO

0.018 (0.0277)

0.373 (0.2390)

17 (11)

Grace-AKO

0.015 (0.0204)

0.526 (0.0927)

23 (4)