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* = applied session ! = JSM meeting theme
Activity Details
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135 * !
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Tue, 8/4/2020,
10:00 AM -
11:50 AM
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Virtual
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Move Non/Semiparametrics Forward in Causal Inference, Missing Data Analysis, and Data Integration — Invited Papers
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Section on Nonparametric Statistics, Section on Statistical Learning and Data Science, International Chinese Statistical Association
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Organizer(s): Jiwei Zhao, State University of New York at Buffalo
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Chair(s): Jiwei Zhao, State University of New York at Buffalo
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10:05 AM
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Combining Multiple Observational Data Sources to Estimate Causal Effects
Peng Ding, University of California, Berkeley; Shu Yang, North Carolina State University
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10:30 AM
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Learning When-to-Treat Policies
Stefan Wager, Stanford University; Xinkun Nie, Stanford University; Emma Brunskill, Stanford University
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10:55 AM
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A Bayesian Nonparametric Approach for Estimating the Causal Effect of a Time-Varying/Dynamic Treatment
Michael Daniels, University of Florida; Kumaresh Dhara, University of Florida; Jason Roy, Rutgers University
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11:20 AM
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Minimax Optimal Estimation of Heterogeneous Treatment Effects
Edward Kennedy, Carnegie Mellon University
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11:45 AM
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Floor Discussion
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