Beyond the Average: Distributional Causal Inference under Imperfect Compliance

Undral Byambadalai, Tomu Hirata, Tatsushi Oka +1

We study the estimation of distributional treatment effects in randomized experiments with imperfect compliance. When participants do not adhere to their assigned treatments, we le…