Donald, Stephen G.; Hsu, Yu-Chin; Lieli, Robert P. - Institute of Economics, Academia Sinica - 2012
We propose inverse probability weighted estimators for the local average treatment effect (LATE) and the local average treatment effect for the treated (LATT) under instrumental variable assumptions with covariates. We show that these estimators are asymptotically normal and efficient. When the...