A Sensitivity Analysis of the Surrogate Index Approach for Estimating Long-Term Treatment Effects

Yanqin Fan, Carlos A. Manzanares, Hyeonseok Park +1

This paper develops a sensitivity analysis of the surrogacy assumption for the surrogate index approach in Athey et al. [2025b]. We introduce "Weighted Surrogate Indices (WSIs)," t…