Assistant Professor

Research Interests

Subgroup analysis; Resampling methods; Precision medicine; Regulatory science

Teaching

• MATH5431  Advanced Mathematical Statistics I
• MATH6911L  Reading Course: Statistical Methods for Subgroup Analysis

Selected Publications

  Article

1. Assessing the Most Vulnerable Subgroup to Type II Diabetes Associated with Statin Usage: Evidence from Electronic Health Record Data
   • Author(s): Guo, Xinzhou; Wei, Waverly; Liu, Molei; Cai, Tianxi; Wu, Chong; Wang, Jingshen
   • Source: Journal of the American Statistical Association, January 2023, article number 2157727
   • Year: 2023


2. A Robust Quantitative Risk Screening for Subgroup Pursuit in Clinical Trials
   • Author(s): Guo, Xinzhou; Li, Ruosha; Zhou, Jianjun; He, Xuming
   • Source: Econometrics and Statistics, June 2023, article number S2452306223000345
   • Year: 2023


3. A deep survival interpretable radiomics model of hepatocellular carcinoma patients
   • Author(s): Wei, Lise; Owen, Dawn; Rosen, Benjamin; Guo, Xinzhou; Cuneo, Kyle; Lawrence, Theodore S.; Haken, Randall Ten; El naqa, Issam
   • Source: Physica Medica: European Journal of Medical Physics, v. 82, February 2021, p. 295-305
   • Year: 2021


4. Inference on selected subgroups in clinical trials
   • Author(s): Guo, Xinzhou; He, Xuming
   • Source: Journal of the American Statistical Association, 17 April 2020
   • Year: 2020