Long-term Causal Inference Under Persistent Confounding via Data Combination

Guido Imbens, Nathan Kallus, Xiaojie Mao +1

We study the identification and estimation of long-term treatment effects when both experimental and observational data are available. Since the long-term outcome is observed only…