Semiparametric statistics

In program evaluation studies, understanding the heterogeneous distributional impacts of a program beyond the average effect is crucial. Quantile treatment effect (QTE) provides a natural measure to capture such heterogeneity. While much of the …

A covariate-adjusted response adaptive (CARA) design for learning quantile treatment effects.