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Activity Details
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299 !
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Wed, 8/5/2020,
10:00 AM -
11:50 AM
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Virtual
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Machine Learning in Causal Inference with Applications in Complicated Settings — Topic Contributed Papers
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Biometrics Section, ENAR, Section on Statistical Learning and Data Science
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Organizer(s): Rui Song, NC State University
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Chair(s): Hongtu Zhu, University of North Carolina at Chapel Hill
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10:05 AM
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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
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10:25 AM
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The Confidence Interval Method for Selecting Valid Instrumental Variables
Frank Windmeijer, University of Oxford
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10:45 AM
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Testing an Elaborate Theory of a Causal Hypothesis
Dylan Small, University of Pennsylvania; Bikram Karmakar, University of Florida
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11:05 AM
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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
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11:25 AM
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Discussant: Jialiang Li, National University of Singapore
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11:45 AM
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Floor Discussion
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