222 citations · 222 across the 3 of their papers we have counts for
3 papers
Causal Inference for Heterogeneous Extreme Quantiles with Heavy-Tailed Outcomes
Xiaorui Wang, Juan-Juan Cai, Huixia Judy Wang +2
We propose a framework for estimating conditional extreme quantile treatment effects (CEQTEs) in observational studies with heavy-tailed outcomes. Our procedure first estimates int…
Distribution-Free Prediction Sets for Regression under Target Shift
Menghan Yi, Yanlin Tang, Huixia Judy Wang
In real-world applications, the limited availability of labeled outcomes presents significant challenges for statistical inference due to high collection costs, technical barriers,…
Quantile regression in partially linear varying coefficient models
Huixia Judy Wang, Zhongyi Zhu, Jianhui Zhou
Semiparametric models are often considered for analyzing longitudinal data for a good balance between flexibility and parsimony. In this paper, we study a class of marginal partial…