Research Interests

Causal Inference, Semiparametric Theory, Longitudinal Analysis

Working Papers

Longitudinal Treatment Effects under Unmeasured Confounding

Xiaochuan Shi, Dehan Kong, Linbo Wang

In preparation, 2025.

Odds Product Model for Survival Data

Ruixuan Zhao, Xiaochuan Shi, Linbo Wang

In preparation, 2025.

Removing Sample-to-sample Cross-contamination in High-throughput Sequencing Data

Xiaochuan Shi, Amy Willis

Major Revision in Journal of Applied Statistics, 2024.

Publications

Simultaneous Estimation of Multiple Treatment Effects from Observational Studies

Xiaochuan Shi, Dehan Kong, Linbo Wang

Journal of Computational and Graphical Statistics, 2024.

A Machine Learning Approach to Brain Epigenetic Analysis Reveals Kinases Associated with Alzheimer's Disease

Yanting Huang, Xiaobo Sun, Huige Jiang, Shaojun Yu, Chloe Robins, Matthew J. Armstrong, Ronghua Li, Zhen Mei, Xiaochuan Shi, Ekaterina Sergeevna Gerasimov, Philip L. De Jager, David A. Bennett, Aliza P. Wingo, Peng Jin, Thomas S. Wingo, Zhaohui S. Qin

Nature Communications, vol. 12, Article number: 4472, 2021.