Gu, Jingping; Lin, Juan; Liu, Dandan - In: Missing-data methods: cross-sectional methods and …, (pp. 289-311). 2011
In this chapter, we consider the nonparametric estimation of the average treatment effect (ATE) based on direct estimation of the conditional treatment effect. We establish the asymptotic distribution of the proposed ATE estimator. We also consider consistent testing for a parametric functional...
