Sihyung Park

Evaluating and Learning Optimal Dynamic Treatment Regimes under Truncation by Death

Truncation by death, a prevalent challenge in critical care, renders traditional dynamic treatment regime (DTR) evaluation inapplicable due to ill-defined potential outcomes. We introduce a principal stratification-based method, focusing on the always-survivor value function. We derive a semiparamet…