Xinyue Xiao

Estimation of an average causal response function in a high-dimensional sample selection model with application to US Job Corps program

Average causal response function (ACRF) is a valuable tool for assessing treatment effects with dose functions, particularly in the presence of endogeneity. Motivated by the US Job Corps program, this paper studies the identification and estimation of an ACRF under sample selecti...