Prediction with Differential Covariate Classification: Illustrated by Covariate Classification in Medical Risk Assessment

Atheendar S. Venkataramani, Charles F. Manski, John Mullahy

A common practice in evidence-based decision-making uses estimates of conditional probabilities P(y|x) obtained from research studies to predict outcomes y on the basis of observed…