JSM2023
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Contributed Papers

Association Analysis, Causal Inference, and Dynamic Prediction with Survival Data

Mon, Aug 7, 10:30 AM
Ying DingChair
Lifetime Data Science Section

6 Presentations

Fitting an Accelerated Failure Time Model with Time-dependent Covariates via Nonparametric Mixture
10:35 AM - 10:50 AM
Juyoung Park (Yonsei University)
Co-authors: Sangwook Kang (Yonsei University), Byungtae Seo (Sungkyunkwan University)
Causal mediation analysis using joint modeling approach for recurrent and terminal events
10:50 AM - 11:05 AM
Cheng Zheng (University of Nebraska Medical Center)
Co-authors: Fang Niu (University of Nebraska Medical Center), Lei Liu (Washington University in St. Louis)
A Novel Marginal Structural Proportional Rates Model
11:05 AM - 11:20 AM
Jarcy Zee (University of Pennsylvania)
Co-authors: Qian Liu (Children's Hospital of Philadelphia), Dorey Glenn (University of North Carolina Chapel Hill), Walter Faig (Westat), Michelle Denburg (Children's Hospital of Philadelphia), Douglas Schaubel (University of Pennsylvania)
Estimating interpretable heterogeneous survival treatment effect under counterfactual framework
11:20 AM - 11:35 AM
Na Bo (university of Pittsburgh)
Co-authors: Ying Ding (University of Pittsburgh), Jong-Hyeon Jeong (University of Pittsburgh)
Doubly Robust Estimation of Causal Effects with Survival Outcomes and Variable Selection
11:35 AM - 11:50 AM
Chien-Lin Su
Heterogeneous treatment effects for competing risks data using random forests
11:50 AM - 12:05 PM
Youngjoo Cho
Co-authors: Jaesung Park (Konkuk University)
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