Publications

2023
Distributed Proportional Likelihood Ratio Model with Application to Data Integration Across Clinical Sites
Chongliang Luo, Rui Duan, Jiasheng Shi, Mackenzie Edmondson, Mitchell Maltenfort, Jeffrey S. Morris, Christopher Forrest, Rebecca Hubbard and Yong Chen
The Annals of Applied Statistics / Paper
Robust modeling and inference of disease transmission using error-prone data with application to SARS-CoV-2
Jiasheng Shi, Jeffrey S. Morris, David M. Rubin, and Jing Huang
Under revision. / Arxiv Paper

spotlight_dl4scivis
On the global identifiability of logistic regression models with misclassified outcomes
Rui Duan, Yang Ning, Jiasheng Shi, Raymond J Carroll, Tianxi Cai, and Yong Chen
Under revision. / Arxiv Paper

2022
Refined Cramér-type moderate deviation theorems for general self-normalized sums with applications to dependent random variables and winsorized mean
Jiasheng Shi with Lan Gao, Qi-Man Shao
The Annals of Statistics / Paper
The Effectiveness Of Government Masking Mandates On COVID-19 County-Level Case Incidence Across The United States, 2020
Jing Huang, Brian T. Fisher, Vicky Tam, Zi Wang, Lihai Song, Jiasheng Shi, Xi Wang, Jeffrey S. Morris, Susan E. Coffin, and David Rubin
Health Affairs / Paper
Missing data matter: an empirical evaluation of the impacts of missing EHR data in comparative effectiveness research
Yizhao Zhou, Jiasheng Shi, Ronen Stein, Xiaokang Liu, Robert N Baldassano, Christopher B Forrest, Yong Chen, and Jing Huang
Journal of the American Medical Informatics Association / Paper