The Empirical Process Approach for Semiparametric Two-Sample Models with Heterogeneous Treatment Effect
异质处理效应下半参数两样本模型的经验过程方法
SUMMARY Two types of semiparametric model are proposed for comparing two samples with possibly heterogeneous treatment effects. One model is a two-sample location-scale model which assumes that the Q-Q-plot of the two distributions involved is linear; the other is the class of two-sample transformation models which assume parametric forms for a probability plot—the receiver operating characteristic curve. The empirical process approach is used to construct strong…