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Activity Details

284 * ! Wed, 8/11/2021, 1:30 PM - 3:20 PM Virtual
Learning Individualized/Sub-Group Treatment Rules in Complex Settings — Topic-Contributed Papers
Health Policy Statistics Section, Social Statistics Section, Section on Statistics in Epidemiology
Organizer(s): Rahul Ladhania, University of Michigan
Chair(s): Lyle Ungar, University of Pennsylvania
1:35 PM Personalizing Treatment Assignment Rules in Large Multi-Arm Experimental Settings
Rahul Ladhania, University of Michigan; Lyle Ungar, University of Pennsylvania
1:55 PM Automatic Regression Discontinuity Discovery Using Tree-Based Partitioning
Tony Liu, University of Pennsylvania; Rahul Ladhania, University of Michigan; Lyle Ungar, University of Pennsylvania; Konrad Kording, University of Pennsylvania
2:15 PM Discovering Anomalous Patterns of Care Using Health Insurance Claims
Sriram Somanchi, University of Notre Dame; Edward McFowland III, University of Minnesota; Daniel B Neill, New York University
2:35 PM Instrumental Variable Approaches to Individualized Decision Making Under Endogeneity
Yifan Cui, National University of Singapore
2:55 PM Learning for Long-Term Outcomes
Jeremy Yang, MIT; Dean Eckles, Massachusetts Institute of Technology; Paramveer Dhillon, University of Michigan; Sinan Aral, MIT
3:15 PM Floor Discussion