An underline indicates students under my supervision; An asterisk * indicates equal contribution.
Jin W, Gao Q, Xu Y. BayTetra: A Bayesian Semiparametric Approach for Testing Trajectory Differences. Statistics in Medicine, 2025, 44(7), e70071. [PDF] [R Package]
Jin W, Ni Y, Spence AB, Rubin LH, Xu Y. Directed Cyclic Graphs for Simultaneous Discovery of Time-Lagged and Instantaneous Causality from Longitudinal Data Using Instrumental Variables. Journal of Machine Learning Research, 2025, 26(22), 1-62. (Winner of the International Chinese Statistical Association (ICSA) Applied Statistics Symposium Poster Award) [PDF][Code][Poster]
Jin W, Ni Y, Spence AB, Rubin LH, Xu Y. A Bayesian Approach for Investigating the Pharmacogenetics of Combination Antiretroviral Therapy in People with HIV. Biostatistics, 2024, 25(4), 1034-1048. [PDF] [Code]
Parra-Rodriguez L, O'Halloran J, Wang Y, Jin W, Dastgheyb RM, Spence AB, Sharma A, Gustafson DR, Milam J, Weber KM, Adimora AA, Ofotokun I, Fischl MA, Konkle-Parker D, Maki PM, Xu Y, Rubin LH. Common Antiretroviral Combinations are Associated with Somatic Depressive Symptoms in Women with HIV. AIDS, 2024, 38(2), 167-176. [PDF]
Jin W, Ni Y, O'Halloran J, Spence AB, Rubin LH, Xu Y. A Bayesian Decision Framework for Optimizing Sequential Combination Antiretroviral Therapy in People with HIV. Annals of Applied Statistics, 2023, 17(4), 3035-3055. (Winner of the Conference on Advances in Bayesian and Frequentist Statistics Poster Award) [PDF] [Code] [Poster] [Media]
Rubin LH, Maki PM, Dastgheyb RM, Steigman PJ, Burke-Miller J, Xu Y, Jin W, Sosanya O, Gustafson D, Merenstein D, Milam J, Weber KM, Springer G, Cook JA. Trauma Across the Lifespan and Multisystem Morbidity in Women with HIV. Psychosomatic Medicine, 2023, 85(4), 341-350. [PDF]
Jin W, Ni Y, Rubin LH, Spence AB, Xu Y. A Bayesian Nonparametric Approach for Inferring Drug Combination Effects on Mental Health in People with HIV. Biometrics, 2022, 78(3), 988-1000. (Winner of the Joint Statistical Meetings (JSM) Student Paper Award, Mental Health Statistics Section) [PDF] [arXiv] [Code] [R Shiny]
Gouet C, Jin W, Naiman DQ, Pena M, Halberda J. Bias and Noise in Proportion Estimation: A Mixture Psychophysical Model. Cognition, 2021, 213, 104805. [PDF]
Fitzgerald KC, Maki PM, Xu Y, Jin W, Dastgheyb R, Williams DW, Springer G, Anastos K, Gustafson D, Spence AB, Adimora AA, Waldrop D, Vance DE, Bolivar H, Valcour VG, Rubin LH. Factors Predicting Detrimental Change in Declarative Memory Among Women with HIV: A Study of Heterogeneity in Cognition. Frontiers in Psychology, 2020, 11, 548521. [PDF]
Xie F, Jin W, Xu Y. Rates of Contraction with Respect to L2-Distance for Bayesian Nonparametric Regression. Electronic Journal of Statistics, 2019, 13(2), 3485-3512. [PDF]
Jin W, Ni Y, Xu Y. Robust Bayesian Learning for Individualized Treatment Rules Under Unmeasured Confounding. Submitted.
Jin W, Xu Y, Wang Z. Modeling Alzheimer's Disease Biomarkers' Trajectory in the Absence of a Gold Standard using a Bayesian Approach. Statistics in Medicine, Under Revision.
Yao D, Jin W, Zhao Y, Parra-Rodriguez L, O’Halloran J, Dastgheyb R, Qi Z, Ding Y, Hanna D, Norcini-Pala A, Spence AB, Price J, Shorer E, Gange S, Floris-Moore M, Mehta C, Fischl M, Hickman A, Ho K, Mimiaga MJ, Palella F, Rubin LH, Xu Y. HIV-AICare: A Domain Knowledge-Guided Reinforcement Learning Approach for Optimizing Antiretroviral Therapy in People with HIV. Submitted.
Jin W*, Lang L*, Spence AB, Rubin LH, Xu Y. Bayesian Causal Discovery with Cycles and Latent Confounders. In Preparation. [R Package]