Empirical power results. Two sub-populations of 500 individuals each, Fst = 0.01, simulated log additive odds ratio of 1.2. K1 and p1 are the population prevalence of disease and risk allele frequency, respectively, in sub-population 1. K2 and p2 are the population prevalence of disease and risk allele frequency, respectively, in sub-population 2. The x-axis is the various methods of selecting PCs for inclusion in the model of association and the symbols in the plot represent the phenotypic structure. The y-axis is the proportion of logistic regression models adjusting for the selected PCs for which the SNP p-values are significant at a significance level of 0.05.
Peloso and Lunetta BMC Genetics 2011 12:64 doi:10.1186/1471-2156-12-64