Lost in Aggregation: The Causal Interpretation of the IV Estimand

Danielle Tsao, Krikamol Muandet, Frederick Eberhardt +1

Instrumental variable estimation has emerged as a standard approach to mitigating confounding bias in the social sciences and epidemiology, where conducting randomized experiments…