Estimating Heterogeneous Treatment Effect at High Quantiles for Heavy-Tailed Distributions

A Decorrelating and Debiasing Approach to Simultaneous Inference for High-Dimensional Confounded Models

Augmented two-step estimating equations with nuisance functionals and complex survey data

Unified distributed inference for a class of problems with nonsmooth loss

Causal Mediation Analysis with a Three-Dimensional Image Mediator

Robust Covariate Balancing Method in Learning Optimal Individualized Treatment Regimes

An efficient tensor regression for high-dimensional data

Randomization-based joint central limit theorem and efficient covariate adjustment in stratified 2^K factorial experiments

Change-point detection in a high-dimensional multinomial sequence based on mutual information

A Generalized Knockoff Procedure for FDR Control in Structural Change Detection

Computationally efficient and data-adaptive changepoint inference in high dimension

Two-Sample and Change-Point Inference for Non-Euclidean Valued Time Series