Xu Shi

10 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-8566-9552

Department of Biostatistics, University of Michigan

Publications

• The Effect of Alcohol Intake on Brain White Matter Microstructural Integrity: A New Causal Inference Framework for Incomplete Phenomic Data — Journal of the American Statistical Association 2026
• Patient recruitment using electronic health records under selection bias: A two-phase sampling framework — The Annals of Applied Statistics 2024
• Data-driven Automated Negative Control Estimation (DANCE): Search for, Validation of, and Causal Inference with Negative Controls — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Semiparametric Proximal Causal Inference — Journal of the American Statistical Association 2024
• Double Negative Control Inference in Test-Negative Design Studies of Vaccine Effectiveness — Journal of the American Statistical Association 2024
• Proximal causal inference for complex longitudinal studies — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2023
• Spherical Regression Under Mismatch Corruption With Application to Automated Knowledge Translation — Journal of the American Statistical Association 2021
• Multiply robust causal inference with double-negative control adjustment for categorical unmeasured confounding — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2020
• Comparing healthcare utilization patterns via global differences in the endorsement of current procedural terminology codes — The Annals of Applied Statistics 2017
• Theory for Identification and Inference with Synthetic Controls: A Proximal Causal Inference Framework — Journal of the American Statistical Association