Battistin, Erich; Sianesi, Barbara - Centre for Microdata Methods and Practice (CEMMAP) - 2006
In this paper we study the impact of misreported treatment status on the estimation of causal treatment effects. We characterise the bias introduced by misclassification on the average treatment effect on the treated under the assumption of selection on observables. Although the bias of...