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* = applied session       ! = JSM meeting theme

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103 * ! Mon, 8/3/2020, 1:00 PM - 2:50 PM Virtual
Semiparametric Inference with High-Dimensional and Complex Data — Invited Papers
ENAR, IMS, Section on Nonparametric Statistics
Organizer(s): Zhiqiang Tan, Rutgers University
Chair(s): TBD TBD, TBD
1:05 PM 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
1:30 PM Convex Loss Versus Semiparametric Likelihood Machine Learning Estimates
Michael R. Kosorok, University of North Carolina at Chapel Hill
1:55 PM Limit Distribution Theory for Multiple Isotonic Regression
Qiyang Han, Rutgers University; Cun-Hui Zhang, Rutgers University
2:20 PM Discussant: Zhiqiang Tan, Rutgers University
2:45 PM Floor Discussion