Evaluating Treatment Benefit Predictors using Observational Data: Contending with Identification and Confounding Bias

Yuan Xia, Mohsen Sadatsafavi, Paul Gustafson

A treatment benefit predictor (TBP) is a function that maps patient characteristics to an estimate of the treatment benefit for that patient. Such predictors support optimizing ind…