Liangyuan Hu

Estimation of causal effects of multiple treatments in healthcare database studies with rare outcomes

Liangyuan Hu, Chenyang Gu, Liangyuan Hu, 2020, Health Services and Outcomes Research Methodology.

A Bayesian Perspective on Assessing Sensitivity to Assumptions about Unobserved Data

Liangyuan Hu, W. Hogan Joseph, J. Daniels Michael, 2014 .

Estimating heterogeneous survival treatment effect in observational data using machine learning.

Fan Li, Liangyuan Hu, Jiayi Ji, 2020 .

Causal comparative effectiveness analysis of dynamic continuous‐time treatment initiation rules with sparsely measured outcomes and death

Joseph W Hogan, Liangyuan Hu, J. Hogan, 2019, Biometrics.

Estimating Heterogeneous Survival Treatment Effect via Machine/Deep Learning Methods in Observational Studies

Fan Li, Liangyuan Hu, Jiayi Ji, 2020 .

A flexible sensitivity analysis approach for unmeasured confounding with multiple treatments and a binary outcome

Liangyuan Hu, Chenyang Gu, Jiayi Ji, 2020 .

Estimation of causal effects of multiple treatments in healthcare database studies with rare outcomes

Liangyuan Hu, Chenyang Gu, 2021, Health Services and Outcomes Research Methodology.

Propensity Score Weighting Analysis of Survival Outcomes Using Pseudo-Observations

Shuxi Zeng, Fan Li, Liangyuan Hu, 2021, Statistica Sinica.

Variable selection with missing data in both covariates and outcomes: Imputation and machine learning

Liangyuan Hu, Jung-Yi Joyce Lin, Jiayi Ji, 2021, Statistical methods in medical research.

Brachytherapy-Based Radiotherapy and Radical Prostatectomy Are Associated With Similar Survival in High-Risk Localized Prostate Cancer.

Liangyuan Hu, Madhu Mazumdar, M. Mazumdar, 2018, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.