Minimax Rate-Optimal Inference for Individualized Quantile Treatment Effects in High-dimensional Models

Jiachen Sun, Yin Xia

The quantification of treatment effects plays an important role in a wide range of applications, including policy making and bio-pharmaceutical research. In this article, we study…