Wei Li

Wei Li

Associate Professor

Publications

  1. Li Wei, Lu Zitong, Jia Jinzhu, Xie Min, and Geng Zhi (2023). Retrospective causal inference with multiple effect variables. Biometrika, accepted.(paper)
  2. Li Wei, Luo Shanshan, He Yangbo, and Geng Zhi (2023). Subgroup analysis using Bernoulli-gated hierarchical mixtures of experts models. Statistics in Medicine, accepted.(paper)
  3. Li Wei, Miao Wang, and Tchetgen Tchetgen Eric (2023). Nonparametric inference about mean functionals of nonignorable nonresponse data without identifying the joint distribution. Journal of the Royal Statistical Society: Series B, 85(3): 913-935.(paper)
  4. Lu Zitong, Geng Zhi, Li Wei, Zhu Shengyu and Jia Jinzhu (2023). Evaluating causes of effects by posterior effects of causes. Biometrika, 110(2): 449-465.(paper)
  5. Zhang Jeffrey, Li Wei, Miao Wang, and Tchetgen Tchetgen Eric (2023). Proximal causal inference without uniqueness assumptions. Statistics & Probability Letters, 198: 109836.(paper)
  6. Luo Shanshan, Li Wei\(^\dagger\) and He Yangbo (2023). Causal inference with outcomes truncated by death in multiarm studies. Biometrics, 79(1): 502-513.(paper)
  7. Miao Wang, Li Wei, Hu Wenjie, Wang Ruoyu, Geng Zhi (2022). Invited Commentary: Estimation and bounds under data fusion. American Journal of Epidemiology, 191(4): 674-678.(paper)
  8. Liu Lan, Li Wei\(^\dagger\), Su Zhihua, Cook Dennis, Vizioli Luca and Yacoub Essa (2022). Efficient estimation via envelope chain in MRI-based studies. Scandinavian Journal of Statistics, 49(2): 481-501.(paper)
  9. Li Wei, Geng Zhi and Zhou Xiao-Hua (2021). Causal mediation analysis with sure outcomes of random events model. Statistics in Medicine, 40(17): 3975-3989.(paper)
  10. Li Wei, Gu Yuwen, and Liu Lan (2020). Demystifying a class of multiply robust estimators. Biometrika, 107(4): 919-933.(paper)
  11. Fan Yanqin, Han Fang, Li Wei and Zhou Xiao-Hua (alphabetical order) (2020). On rank estimators in increasing dimensions. Journal of Econometrics, 214(2): 379-412.(paper)
  12. Li Wei and Lederer Johannes (2019). Tuning parameter calibration for ι1-regularized logistic regression. Journal of Statistical Planning and Inference, 202: 80-98.(paper)
  13. Sheng Elisa, Li Wei, and Zhou Xiao-Hua (2019). Estimating causal effects of treatment in RCTs with provider and subject noncompliance. Statistics in Medicine, 38: 738-750.(paper)
  14. Li Wei, Jiang Zhichao, Geng Zhi, and Zhou Xiao-Hua (2018). Identification of causal effects with latent confounding and classical additive errors in treatment. Biometrical Journal, 60: 498-515.(paper)
  15. Li Wei and Zhou Xiao-Hua (2017). Identifiability and estimation of causal mediation effects with missing data. Statistics in Medicine, 36(25): 3948-3965.(paper)

    (\(^\dagger\) corresponding authors.)