Zeyu Bian
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Zeyu Bian, PhD |
About
I am a Postdoctoral Research Associate at Miami Herbert Business School.
Before that, I earned my PhD in Biostatistics from McGill University in 2022, supervised by Dr. Erica Moodie and Dr. Sahir Bhatnagar.
Research
My research interests include
Statistical Reinforcement Learning
Dynamic Treatment Regimens
Causal Inference
Epidemiology
Publications
Preprints
Bian Z, Shi C, Qi Z, and Wang L (2023). Off-Policy Evaluation in Doubly Inhomogeneous Environments. Journal of the American Statistical Association, in revision.
Publications/Accepted manuscripts
Bian Z, Moodie EEM, Shortreed S, Lambert, S, Bhatnagar SR (2023). Variable Selection for Individualized Treatment Rules with Discrete Outcomes. Journal of the Royal Statistical Society, Series C (Applied Statistics), in press.
Moodie EEM, Bian Z, Coulombe J, Lian Y, Yang Y, and Shortreed S (2023). Variable selection in high dimensions for discrete-outcome individualized treatment rules: A case study in reducing severity of depression symptoms. Biostatistics, in press.
Bian Z, Moodie EEM, Shortreed S, Bhatnagar SR (2023). Variable Selection in Regression-based Estimation of Dynamic Treatment Regimes. Biometrics, 79(2), 988-999.
Bian Z, Moodie EEM, Shortreed S, Bhatnagar SR (2023). Tailoring Variable Selection and Ranking for Optimal Treatment Decision. Contributed to Handbook of Statistical Methods for Precision Medicine, edited by Cai T., Chakraborty B., Laber E., Moodie E. and van der Laan M. Chapman & Hall CRC Handbooks of Modern Statistical Methods.