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Picture for Liangyuan Hu

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

Apr 06, 2021
Liangyuan Hu, Jung-Yi Joyce Lin, Jiayi Ji

* 25 pages, 14 figures, 4 tables 

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

Aug 18, 2020
Liangyuan Hu, Chenyang Gu

* 15 pages, 3 tables, 2 figures 

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

Aug 17, 2020
Liangyuan Hu, Jiayi Ji, Fan Li

* 24 pages, 3 figures, 2 tables 

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