Evaluating Surrogates in Individualized Treatment Rules

Zeyu Xu, Xiaojie Mao, Hao Mei +1

In many decision-making problems, the primary outcome is expensive, time-consuming, or difficult to observe, so individualized treatment rules (ITRs) may be instead learned from su…