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299 ! Wed, 8/5/2020, 10:00 AM - 11:50 AM Virtual
Machine Learning in Causal Inference with Applications in Complicated Settings — Topic Contributed Papers
Biometrics Section, ENAR, Section on Statistical Learning and Data Science
Organizer(s): Rui Song, NC State University
Chair(s): Hongtu Zhu, University of North Carolina at Chapel Hill
10:05 AM DOES the MARKOV DECISION PROCESS FIT the DATA: TESTING for the MARKOV PROPERTY in SEQUENTIAL DECISION MAKING
Chengchun Shi, The London School of Economics; Runzhe Wan, NC State Univeristy; Rui Song, NC State University; Wenbin Lu, North Carolina State University; Ling Leng, Amazon
10:25 AM The Confidence Interval Method for Selecting Valid Instrumental Variables
Frank Windmeijer, University of Oxford
10:45 AM Testing an Elaborate Theory of a Causal Hypothesis
Dylan Small, University of Pennsylvania; Bikram Karmakar, University of Florida
11:05 AM Personalized Policy Learning Using Longitudinal Mobile Health Data
Min Qian, Columbia University; Xinyu Hu, Uber AI Lab; Bin Cheng, Columbia University; Ken Cheung, Columbia University
11:25 AM Discussant: Jialiang Li, National University of Singapore
11:45 AM Floor Discussion