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388 Wed, 8/10/2022, 8:30 AM - 10:20 AM CC-204A
Statistical Methods in Handling Longitudinal Data and Temporal Effect — Contributed Papers
Biopharmaceutical Section
Chair(s): Dayu Sun, Emory University
8:35 AM The Bayesian Time Machine: Accounting for Temporal Drift in Multi-Arm Platform Trials
Ben Saville, Berry Consultants
8:50 AM Changes in Standard of Care Improved Outcomes in Three Cohorts of COVID-19 Patients in 2020
Gail Potter, National Institutes of Health / NIAID
9:05 AM Representation Learning with Gaussian Processes in Sparse Irregularly Sampled Longitudinal Metabolomics
Allen Ross, George Washington University; Ali Rahnavard, George Washington University; Jason Lloyd-Price, Google
9:20 AM A Rank-Based Test for Clinical Trials with Multivariate Longitudinal Endpoints
Xiaoming Xu, Duke University; Sheng Luo, Duke University
9:35 AM A Rshiny Applet for Sequential, Multiple Assignment, Randomized Trials with a Survival Final Endpoint
Sasha Kravets, Division of Epidemiology and Biostatistics, University of Illinois; Amy Ruppert, Eli Lilly and Company; Jennifer Le-Rademacher, Mayo Clinic; Sumithra Mandrekar, Mayo Clinic
9:50 AM Conditional Independence Graphical Modeling for Multivariate Longitudinal Data
Yafei Zhang, AbbVie; Pang Du, Virginia Tech
10:05 AM Floor Discussion