Say that we are interested in building a diagnostic clinical risk prediction model for the presence of Alzheimer’s disease (Y = 1), using the APOE ε4 allele status (X = 1, presence; X = 0, absence) as the sole predictor of the outcome in the general population of older persons. Here, APOE is linked to Alzheimer disease.