Variance estimation for the average treatment effects on the treated and on the controls

Roland A. Matsouaka, Yi Liu, Yunji Zhou

Common causal estimands include the average treatment effect (ATE), the average treatment effect of the treated (ATT), and the average treatment effect on the controls (ATC). Using…