 In a genetic context, the variables are all the genes and different environmental conditions, which protect against or increase the risk of a disease, and the threshold "z" is the biological limit past which disease develops.The threshold can be estimated from population prevalence of the disease (which is usually low).Because the threshold is defined relative to the population & environment, the liability score is generally considered as a N(0, 1) normally distributed random variable.