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* = applied session ! = JSM meeting theme
Activity Details
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103 * !
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Mon, 8/3/2020,
1:00 PM -
2:50 PM
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Virtual
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Semiparametric Inference with High-Dimensional and Complex Data — Invited Papers
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ENAR, IMS, Section on Nonparametric Statistics
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Organizer(s): Zhiqiang Tan, Rutgers University
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Chair(s): TBD TBD, TBD
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1:05 PM
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A Unifying Approach for Doubly-Robust L1-Regularized Estimation of Causal Contrasts
Ezequiel Smucler, Universidad Torcuato Di Tella; James Robins, Harvard T.H Chan School of Public Health; Andrea Rotnitzky, Universidad Torcuato Di Tella
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1:30 PM
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Convex Loss Versus Semiparametric Likelihood Machine Learning Estimates
Michael R. Kosorok, University of North Carolina at Chapel Hill
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1:55 PM
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Limit Distribution Theory for Multiple Isotonic Regression
Qiyang Han, Rutgers University; Cun-Hui Zhang, Rutgers University
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2:20 PM
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Discussant: Zhiqiang Tan, Rutgers University
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2:45 PM
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Floor Discussion
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