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482 Wed, 8/10/2022, 2:00 PM - 3:50 PM CC-156
Causal Inference for Dynamic Treatment and Mediation — Contributed Papers
Chair(s): Duzhe Wang, Eli Lilly and Company
2:05 PM Optimal Dynamic Treatment Regimes and Partial Welfare Ordering
Sukjin Han, University of Bristol
2:20 PM Non-Greedy Tree-Based Learning for Estimating Global Optimal Dynamic Treatment Decision Rules with Continuous Treatment Dosage
Chang Wang, University of Michigan; Lu Wang, University of Michigan
2:35 PM Causal Mediation in Weight Management Trials Using Bayesian Nonparametrics
Woojung Bae, University of Florida; Michael Daniels, University of Florida
2:50 PM A Novel Causal Mediation Analysis Approach for Zero-Inflated Count Mediators
Meilin Jiang, University of Florida; Zhigang Li, University of Florida
3:05 PM Causal Mediation Analysis: Selection with Asymptotically Valid Inference
Jeremiah Jones, University of Rochester; Ashkan Ertefaie, University of Rochester; Robert L Strawderman, University of Rochester
3:20 PM Caution Against Inferring Directionality in Mendelian Randomization
Sharon Lutz, Harvard Medical School; Christoph Lange, Harvard T.H. Chan School of Public Health
3:35 PM Floor Discussion