Samir Bhatt

Partial Identification Learning with Categorical Treatments for Individualized Treatment Rules

We develop a partial identification learning framework for individualized treatment rules (ITRs) with categorical treatments, outcomes, and instrumental variables. Rather than relying on strong causal assumptions required for point identification, our framework leverages causal bounds to characterize the optimal treatm...