Mostly Harmless Simulations? Using Monte Carlo Studies for Estimator Selection

Arun Advani, Toru Kitagawa, Tymon Słoczyński

We consider two recent suggestions for how to perform an empirically motivated Monte Carlo study to help select a treatment effect estimator under unconfoundedness. We show theoret…