Publications

publications by categories in reversed chronological order.

* indicates equal contribution or joint first author.

2025

  1. Robust bias calibration for causal inference under unmeasured confounding
    Yuru Zhu, Wenjie Hu, Bingyu Zhang, Yumou Qiu, and Yong Chen
    Submitted to JASA, 2025
  2. Methods for fusion of randomized trial with real world data: a review on estimation and sensitivity analysis
    Wenjie Hu, Kuan Jiang, Haoqi Zhou, Ewout W Steyerberg, and Xiao-Hua Zhou
    Submitted to Statistics in Medicine, 2025
  3. Identifying causal effect for multiple treatments and outcomes with the existence of unmeasured confounding.
    Wenjie Hu, Jie Hu, and Yong Chen
    2025
  4. Multi-site distributional inference of causal effect in the presence of unmeasured confounding.
    Wenjie Hu, Yuru Zhu, Bingyu Zhang, Yumou Qiu, and Yong Chen
    2025
  5. Synergizing Treatment Effect Assessment: Unifying Multiple Outcomes through RCT-RWD Integration for Enhanced Efficiency and Expanded Scope.
    Wenjie Hu, Haoqi Zhou, Shu Yang, and Xiao-Hua Zhou
    2025
  6. Identification and estimation of treatment effects on long-term outcomes in clinical trials with external observational data
    Wenjie Hu, Xiao-Hua Zhou, and Peng Wu
    Statistica Sinica, 2025
    DOI

2024

  1. Improve Sensitivity Analysis Synthesizing Randomized Clinical Trials With Limited Overlap
    Kuan Jiang*, Wenjie Hu*, Shu Yang, Xinxing Lai, and Xiao-Hua Zhou
    Major revision invited by Statistics in Medicine, 2024
    arXiv
  2. Identifying average causal effect in regression discontinuity design with auxiliary data.
    Xinqin Feng*, Wenjie Hu*, Pu Yang, Tingyu Li, and Xiao-Hua Zhou
    Submitted to JASA, 2024
    arXiv
  3. A constructive approach to selective risk control.
    Zijun Gao, Wenjie Hu, and Qingyuan Zhao
    Major revision invited by Statistical Science (Alphabetical Order), 2024
  4. Drug Efficacy Estimation for Follow-on Companion Diagnostic Devices Through External Studies
    Jiarui Sun, Wenjie Hu, and Xiao-Hua Zhou
    Statistics in Medicine, 2024
    DOI
  5. Semiparametric Efficient Fusion of Individual Data and Summary Statistics.
    Wenjie Hu*, Ruoyu Wang*, Wei Li, and Wang Miao
    Accepted by JASA, 2024
    arXiv
  6. Model-assisted inference for covariate-specific treatment effects with high-dimensional data
    Peng Wu, Zhiqiang Tan, Wenjie Hu, and Xiao-Hua Zhou
    Statistica Sinica, 2024
    DOI

2023

  1. Identifying effects of multiple treatments in the presence of unmeasured confounding
    Wang Miao, Wenjie Hu, Elizabeth L Ogburn, and Xiao-Hua Zhou
    Journal of the American Statistical Association, 2023
    DOI

2022

  1. Invited commentary: estimation and bounds under data fusion
    Wang Miao, Wei Li, Wenjie Hu, Ruoyu Wang, and Zhi Geng
    American Journal of Epidemiology, 2022
    DOI

2020

  1. Estimation of the time-varying reproduction number of COVID-19 outbreak in China
    Chong You, Yuhao Deng, Wenjie Hu, Jiarui Sun, Qiushi Lin, Feng Zhou, Cheng Heng Pang, Yuan Zhang, Zhengchao Chen, and Xiao-Hua Zhou
    International journal of hygiene and environmental health, 2020
    DOI
  2. Prediction of the COVID-19 outbreak in China based on a new stochastic dynamic model
    Yuan Zhang, Chong You, Zhenhao Cai, Jiarui Sun, Wenjie Hu, and Xiao-Hua Zhou
    Scientific reports, 2020
    DOI