Bayesian Causal Discovery with Cycles and Latent Confounders. In Preparation.
BayTetra: A Bayesian Semiparametric Approach for Testing Trajectory Differences. Statistics in Medicine, 2025, 44(7), e70071. [PDF]
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. [PDF]
A Bayesian Approach for Investigating the Pharmacogenetics of Combination Antiretroviral Therapy in People with HIV. Biostatistics, 2024, 25(4), 1034-1048. [PDF]
A Bayesian Decision Framework for Optimizing Sequential Combination Antiretroviral Therapy in People with HIV. Annals of Applied Statistics, 2023, 17(4), 3035-3055. [PDF]
BayesDrugComb and R Shiny
A Bayesian Nonparametric Approach for Inferring Drug Combination Effects on Mental Health in People with HIV. Biometrics, 2022, 78(3), 988-1000. [PDF]