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Lifetime Data Analysis|April 14, 2025
A flexible Bayesian g-formula for causal survival analyses with time-dependent confoundingXinyuan Chen, Liangyuan Hu, Fan Li
Statistics in Medicine|June 11, 2021
Estimating heterogeneous survival treatment effect in observational data using machine learningLiangyuan Hu, Jiayi Ji, Fan Li
American Journal of Kidney Diseases : the Official Journal of the National Kidney Foundation|November 23, 2024
Treatment Effect Heterogeneity in Acute Kidney Injury Incidence Following Intravenous Antihypertensive Administration for Severe Blood Pressure Elevation During HospitalizationLama Ghazi, Xinyuan Chen, Michael O Harhay, et al.
Statistics in Medicine|February 28, 2026
Estimands and Doubly Robust Estimation for Cluster-Randomized Trials With Survival OutcomesXi Fang, Bingkai Wang, Liangyuan Hu, et al.
Journal of the Royal Statistical Society. Series B, Statistical Methodology|June 29, 2026
Principal stratification with U-statistics under principal ignorabilityXinyuan Chen, Fan Li
Arxiv|January 4, 2022
Estimating the causal effects of multiple intermittent treatments with application to COVID-19Liangyuan Hu, Jiayi Ji, Himanshu Joshi, et al.
Journal of the Royal Statistical Society. Series C, Applied Statistics|April 24, 2026
Estimating the causal effects of multiple intermittent treatments with application to COVID-19Liangyuan Hu, Jiayi Ji, Himanshu Joshi, et al.
Biometrical Journal. Biometrische Zeitschrift|December 10, 2023
A new method for clustered survival data: Estimation of treatment effect heterogeneity and variable selectionLiangyuan Hu
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