We used regression analysis to test the effectiveness of multiple summaries of the imputed genotypes. Let pki denote the conditional (“posterior”) probabilities for the imputed genotypes of individual i (1,….,n), where k (0,1,2) indexes the genotype by its label. We evaluated the performance of the following three summaries of the genotype probabilities conditional on the observed data: