Sensitivity Analysis for Synthetic Control Method with Pretreatment Outcomes Missing not at Random

• In Event: Causal Inference in Observational Studies

Brief Overview

Synthetic control method is widely used to estimate treatment effects for the treated unit through a synthesized control unit. This project examines the impact of missing data on SCM and offers theoretical guidance to address potential bias.

Authors

• Sooahn Shin, Harvard University

• Naijia Liu, Harvard University

• Soichiro Yamauchi, Harvard University