where θ∈{0,1}is the allele count. Var[E(θ|chipdata)] was estimated by the observed variance of the imputed expected counts and Var(θ) was estimated by p(1−p), where p is the allele frequency. For further information on the imputation methodology see previous descriptions of our methods.21