Publications and Preprints

Wei Jin, Yang Ni, Yanxun Xu (2024). Robust Bayesian Learning for Individualized Treatment Rules Under Unmeasured Confounding. Submitted.

Dapeng Yao, Wei Jin, Yao Zhao, Luis Parra-Rodriguez, Jane O’halloran, Raha Dastgheyb, Zhengling Qi, Yantian Ding, David B. Hanna, Andrea Norcini-Pala, Amanda B. Spence, Jennifer C. Price, Eran Shorer, Stephen J. Gange, Michelle Floris-Moore, Christina Mehta, Margaret A. Fischl, Aubri B. Hickman, Ken Ho, Matthew J. Mimiaga, Frank J. Palella, Leah H. Rubin, Yanxun Xu (2024). HIV-AICare: A Domain Knowledge-Guided Reinforcement Learning Approach for Optimizing Antiretroviral Therapy in People with HIV. Submitted.

Wei Jin, Yang Ni, Amanda B. Spence, Leah H. Rubin, Yanxun Xu (2024). Directed Cyclic Graphs for Simultaneous Discovery of Time-Lagged and Instantaneous Causality from Longitudinal Data Using Instrumental Variables. Journal of Machine Learning Research, Revision Submitted.

Code

Wei Jin, Qiuxin Gao, Yanxun Xu (2024). BayTetra: A Bayesian Semiparametric Approach for Testing Trajectory Differences. Statistics in Medicine, Under Revision.

R Package

Wei Jin, Yanxun Xu, Zheyu Wang (2024). Modeling Alzheimer's Disease Biomarkers' Trajectory in the Absence of a Gold Standard using a Bayesian Approach. Submitted.

Wei Jin, Yang Ni, Amanda B. Spence, Leah H. Rubin, Yanxun Xu (2024). A Bayesian Approach for Investigating the Pharmacogenetics of Combination Antiretroviral Therapy in People with HIV. Biostatistics, 25(4), 1034–1048.

PDF Code

Luis Parra-Rodriguez, Jane O’halloran, Yuezhe Wang, Wei Jin, Raha M. Dastgheyb, Amanda B. Spence, Anjali Sharma, Deborah R. Gustafson, Joel Milam, Kathleen M. Weber, Adaora A. Adimora, Igho Ofotokun, Margaret A. Fischl, Deborah Konkle-Parker, Pauline M. Maki, Yanxun Xu, Leah H. Rubin (2024). Common Antiretroviral Combinations are Associated with Somatic Depressive Symptoms in Women with HIV. AIDS, 38(2), 167-176.

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Wei Jin, Yang Ni, Jane O’halloran, Amanda B. Spence, Leah H. Rubin, Yanxun Xu (2023). A Bayesian Decision Framework for Optimizing Sequential Combination Antiretroviral Therapy in People with HIV. Annals of Applied Statistics, 17(4), 3035-3055. [Winner of the Conference on Advances in Bayesian and Frequentist Statistics Poster Award].

PDF Poster Code Media

Leah H. Rubin, Pauline M. Maki, Raha M. Dastgheyb, Pamela J. Steigman, Jane Burke-Miller, Yanxun Xu, Wei Jin, Oluwakemi Sosanya, Deborah Gustafson, Daniel Merenstein, Joel Milam, Kathleen M. Weber, Gayle Springer, Judith A. Cook (2023). Trauma Across the Lifespan and Multisystem Morbidity in Women with HIV. Psychosomatic Medicine, 85(4), 341-350.

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Wei Jin (2022). Novel Bayesian Methods for Precision Medicine in HIV. Johns Hopkins Libraries. [Winner of the Leonard J. Savage Dissertation Award].

PDF Media

Wei Jin, Yang Ni, Leah H. Rubin, Amanda B. Spence, Yanxun Xu (2022). A Bayesian Nonparametric Approach for Inferring Drug Combination Effects on Mental Health in People with HIV. Biometrics, 78(3), 988-1000. [Winner of the Joint Statistical Meetings (JSM) Student Paper Award, Mental Health Statistics Section].

PDF arXiv Code Shiny

Camilo Gouet, Wei Jin, Daniel Q. Naiman, Marcela Pena, Justin Halberda (2021). Bias and Noise in Proportion Estimation: A Mixture Psychophysical Model. Cognition, 213, 104805.

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Kathryn C. Fitzgerald, Pauline M. Maki, Yanxun Xu, Wei Jin, Raha Dastgheyb, Dionna W. Williams, Gayle Springer, Kathryn Anastos, Deborah Gustafson, Amanda B. Spence, Adaora A. Adimora, Drenna Waldrop, David E. Vance, Hector Bolivar, Victor G. Valcour, Leah H. Rubin (2020). Factors Predicting Detrimental Change in Declarative Memory Among Women with HIV: A Study of Heterogeneity in Cognition. Frontiers in Psychology, 11, 548521.

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Fangzheng Xie, Wei Jin, Yanxun Xu (2019). Rates of Contraction with Respect to L2-Distance for Bayesian Nonparametric Regression. Electronic Journal of Statistics, 13(2), 3485-3512.

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