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CC = Walter E. Washington Convention Center M = Marriott Marquis Washington, DC
* = applied session ! = JSM meeting theme
Activity Details
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47 * !
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Sun, 8/7/2022,
4:00 PM -
5:50 PM
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CC-152B
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Causal Inference in the Presence of Nuisance Parameters: Latest Developments — Invited Papers
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IMS, ENAR, Section on Statistical Learning and Data Science
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Organizer(s): Judith Jacqueline Lok, Boston University
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Chair(s): Qingyan Xiang, Boston University
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4:05 PM
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Automatic Debiased Machine Learning via Neural Nets for Generalized Linear Regression
Whitney Newey, MIT Economics; Victor Chernozhukov, MIT Economics; Vasilis Syrgkanis, Microsoft Research; Victor Quintas-Martinez, MIT Economics
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4:30 PM
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Sequentially Debiased Estimation of Identified Total Effects in Causal Graphical Models with Hidden Variables
Andrea ROTNITZKY, Universidad Torcuato Di Tella; Ezequiel Smucler, Glovo; James M Robins, Harvard University
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4:55 PM
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How Estimating Nuisance Parameters Often Reduces the Variance (With Variance Correction)
Judith Jacqueline Lok, Boston University
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5:20 PM
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Discussant: Oliver Dukes, University of Pennsylvania
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5:40 PM
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Floor Discussion
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Video Available to all JSM Registered Attendees. Please login to view.
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