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* = applied session ! = JSM meeting theme
Activity Details
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295 * !
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Wed, 8/11/2021,
3:30 PM -
5:20 PM
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Virtual
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Causal, Robust, and Machine Learning for Survival Outcomes — Invited Papers
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Lifetime Data Science Section, Biometrics Section, Section on Statistics in Epidemiology
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Organizer(s): Jelena Bradic, University of California, San Diego
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Chair(s): Jelena Bradic, University of California, San Diego
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3:35 PM
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Instrumental Variable Estimation of Marginal Structural Cox Model for Time-Varying Treatments
Eric Tchetgen Tchetgen, University of Pennsylvania
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4:00 PM
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Some Advances in Finite-Horizon Reinforcement Learning for Time-to-Event Outcomes
Michael Kosorok, University of North Carolina at Chapel Hill
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4:25 PM
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Assumption-Lean Inference for Cox Regression Parameters
Stijn Vansteelandt, Ghent University; Oliver Dukes, Ghent University; Kelly Van Lancker, Ghent University, Belgium
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4:50 PM
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Towards Double Robustness under the Cox Marginal Structural Model
Ronghui Xu, University of California at San Diego; Denise Rava, Ucsd; Jelena Bradic, University of California, San Diego
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5:15 PM
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Floor Discussion
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