Picture for Liangyuan Hu

Liangyuan Hu

A flexible Bayesian g-formula for causal survival analyses with time-dependent confounding

Add code
Feb 04, 2024
Figure 1 for A flexible Bayesian g-formula for causal survival analyses with time-dependent confounding
Figure 2 for A flexible Bayesian g-formula for causal survival analyses with time-dependent confounding
Figure 3 for A flexible Bayesian g-formula for causal survival analyses with time-dependent confounding
Viaarxiv icon

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

Add code
Apr 06, 2021
Figure 1 for Variable selection with missing data in both covariates and outcomes: Imputation and machine learning
Figure 2 for Variable selection with missing data in both covariates and outcomes: Imputation and machine learning
Figure 3 for Variable selection with missing data in both covariates and outcomes: Imputation and machine learning
Figure 4 for Variable selection with missing data in both covariates and outcomes: Imputation and machine learning
Viaarxiv icon

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

Add code
Aug 18, 2020
Figure 1 for Estimation of causal effects of multiple treatments in healthcare database studies with rare outcomes
Figure 2 for Estimation of causal effects of multiple treatments in healthcare database studies with rare outcomes
Figure 3 for Estimation of causal effects of multiple treatments in healthcare database studies with rare outcomes
Figure 4 for Estimation of causal effects of multiple treatments in healthcare database studies with rare outcomes
Viaarxiv icon

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

Add code
Aug 17, 2020
Figure 1 for Estimating Heterogeneous Survival Treatment Effect via Machine/Deep Learning Methods in Observational Studies
Figure 2 for Estimating Heterogeneous Survival Treatment Effect via Machine/Deep Learning Methods in Observational Studies
Figure 3 for Estimating Heterogeneous Survival Treatment Effect via Machine/Deep Learning Methods in Observational Studies
Figure 4 for Estimating Heterogeneous Survival Treatment Effect via Machine/Deep Learning Methods in Observational Studies
Viaarxiv icon