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* = applied session ! = JSM meeting theme
Activity Details
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39 !
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Sun, 8/8/2021,
3:30 PM -
5:20 PM
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Virtual
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Recent Advances on Causal Inference and Mediation Analysis — Invited Papers
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WNAR, Section on Statistics in Imaging, Section on Statistical Learning and Data Science
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Organizer(s): Lexin Li, University of California, Berkeley
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Chair(s): Qingyuan Zhao, University of Cambridge
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3:35 PM
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Assumption-Lean Causal Inference for Direct and Indirect Effects
Stijn Vansteelandt, Ghent University; Oliver Hines, LSHTM
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4:00 PM
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Testing Directed Acyclic Graph via Structural, Supervised, and Generative Adversarial Learning
Chengchun Shi, LSE; Yunzhe Zhou, University of California, Berkeley; Lexin Li, University of California, Berkeley
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4:25 PM
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Causality in Cognitive Neuroscience: Leveraging Distributional Robustness
Sebastian Weichwald, University of Copenhagen; Jonas Peters, University of Copenhagen
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4:50 PM
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Testing Mediation Effects Using Logic of Boolean Matrices
Lexin Li, University of California, Berkeley; Chengchun Shi, LSE
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5:15 PM
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Floor Discussion
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