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Table 1 Simulation result for LC-Test for identifying informative covariates

From: LC-N2G: a local consistency approach for nutrigenomics data analysis

 

Model 1

Model 2

Model 3

n = 100

   

 LC-Test

0.97 (0.08)

0.99 (0.15)

1.00 (0.22)

 F-test1

0.19 (0.04)

0.19 (0.06)

0.69 (0.05)

 F-test2

0.17 (0.07)

0.22 (0.03)

0.83 (0.15)

n = 50

   

 LC-Test

0.68 (0.07)

0.87 (0.14)

0.98 (0.18)

 F-test1

0.06 (0.06)

0.20 (0.07)

0.32 (0.03)

 F-test2

0.08 (0.03)

0.16 (0.04)

0.45 (0.09)

n = 20

   

 LC-Test

0.53 (0.06)

0.69 (0.08)

0.84 (0.22)

 F-test1

0.01 (0.03)

0.08 (0.04)

0.15 (0.09)

 F-test2

0.01 (0.03)

0.09 (0.05)

0.34 (0.14)

  1. Results for TPR(FPR) at 5% level