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Activity Details

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