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* = applied session       ! = JSM meeting theme

Activity Details

3 * ! Mon, 8/3/2020, 10:00 AM - 11:50 AM Virtual
Individualized Treatment Rules — Invited Papers
Biometrics Section, Social Statistics Section, Health Policy Statistics Section
Organizer(s): Michael Lingzhi Li, Massachusetts Institute of Technology
Chair(s): Kosuke Imai, Harvard University
10:05 AM Synthetic Difference in Differences
David Abraham Hirshberg, Stanford GSB; Dmitry Arkhangelsky, CEMFI Madrid; Susan Athey, Stanford University; Guido Imbens, Stanford GSB; Stefan Wager, Stanford University
10:30 AM Improved Doubly Robust Estimation in Learning Optimal Individualized Treatment Rules
Yinghao Pan, University of North Carolina at Charlotte ; Yingqi Zhao, Fred Hutchinson Cancer Research Center
10:55 AM Experimental Evaluation of Individualized Treatment Rules
Michael Lingzhi Li, Massachusetts Institute of Technology; Kosuke Imai, Harvard University
11:20 AM Online Reinforcement Learning with Applications to Mobile Health
Susan Murphy, Harvard University; Peng Liao, Harvard University; Sabina Tomkins, Stanford University; Predrag Klasnja, University of Michigan
11:45 AM Floor Discussion