Gustavo Canavire-Bacarreza

By: Darwin Ugarte Ontiveros, Gustavo Canavire-Bacarreza and Luis Castro Peñarrieta October 2017 Abstract Average treatment effects estimands can present significant bias under the presence of outliers. Moreover, outliers can be particularly hard to detect, creating bias and inconsistency in the semi-parametric ATE estimads. In this paper, we use Monte Carlo simulations …