We model AD risk for each gene g,logitμig=Xiαg+Gigβgjwhere μig is the probability of AD for individual i given the genotypes for RVs associated with gene g,Xi is a vector of covariates (e.g. sex, age, APOE-e4 genotype), and Gig is a genotype vector. Here, APOE is linked to Alzheimer disease.