Belloni, Alexandre; Chernozhukov, Victor; Hansen, … - 2011
controls using Lasso and related methods. We develop estimation and inference methods for the average treatment effect in this … setting, proposing a novel "post double selection" method that provides attractive inferential and estimation properties. In … account for the impact of selection errors on estimation and inference. In order to cover typical applications in economics …