Distribution of SNP effects for 5% misclassification rate. The effects are sorted in decreasing order based on estimates using M1 when odds ratios of influential SNPs are moderate (A) and extreme (B). M1: misclassification was not present in the data. M2: misclassification was present in the data set but was not addressed. M3: misclassification was addressed using the proposed method.