Skip to main content

Table 3 Multiple causal phenotypes

From: Significance testing in ridge regression for genetic data

  

Approximate test

Permutation Test

  

0.1

1

10

100

0.1

1

10

100

SNPs

         

   100

TPR

0.624

0.717

0.939

1.000

0.252

0.312

0.517

0.910

 

FPR

0.064

0.061

0.091

0.250

0.001

0.001

0.004

0.078

   1000

TPR

0.210

0.250

0.670

0.970

0.020

0.070

0.170

0.770

 

FPR

0.074

0.058

0.060

0.100

0.000

0.000

0.001

0.011

  1. Performance comparison between a permutation test and the approximate test in simulated genotype data with continuous phenotypes and multiple causal SNPs. Reported are proportion of true positive and false positive results at significance threshold α = 0.05. n = 500 and in each scenario ten SNPs are with MAF 0.10 - 0.15 are designated causal with effect size 1; the rest of the SNPs have 0 effect size. TPR = True Positive Rate, FPR = False positive rate. Results for each simulation scenario are averaged over ten replicates.