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187 * ! Tue, 8/10/2021, 1:30 PM - 3:20 PM Virtual
Surrogate Markers and the Role of Mediation Analysis in Drug Development — Invited Papers
Biometrics Section, Lifetime Data Science Section, ENAR
Organizer(s): Peng Wei, The University of Texas MD Anderson Cancer Center
Chair(s): Peng Wei, The University of Texas MD Anderson Cancer Center
1:35 PM Correlating Surrogate Endpoints with Overall Survival at the Individual Patient Level for Precision Oncology
Emily C Zabor, Cleveland Clinic
1:55 PM Joint Modeling of Surrogate and Primary End Points via Causal Mediation Analyses
Yen-Tsung Huang, Academia Sinica
2:15 PM A Survival Mediation Model with Bayesian Model Averaging
Jie Zhou, Cleveland Clinic Foundation; Peng Wei, The University of Texas MD Anderson Cancer Center; Brian Hobbs, The University of Texas at Austin
2:35 PM Predicting Outcomes of Phase III Oncology Trials with Bayesian Mediation Modeling
Jie Zhou, Cleveland Clinic Foundation; Xun Jiang, Amgen; Amy Xia, Amgen; Peng Wei, The University of Texas MD Anderson Cancer Center; Brian Hobbs, The University of Texas at Austin
2:55 PM Discussant: Stijn Vansteelandt, Ghent University
3:15 PM Floor Discussion