The Proximal Surrogate Index: Long-Term Treatment Effects under Unobserved Confounding

Ting-Chih Hung, Yu-Chang Chen

We study the identification and estimation of long-term treatment effects under unobserved confounding by combining an experimental sample, where the long-term outcome is missing,…