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Activity Details
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24 !
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Sun, 8/8/2021,
1:30 PM -
3:20 PM
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Virtual
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Recent Advances in Causal Analyses That Tell the Story of Complex Mediation Mechanisms — Topic-Contributed Papers
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Biometrics Section, Section on Statistics in Epidemiology, Social Statistics Section
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Organizer(s): Xu Qin, University of Pittsburgh
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Chair(s): Xu Qin, University of Pittsburgh
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1:35 PM
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Some Applications of Causal Mediation Analysis and Discrepancies with Traditional Mediation Analysis
David Peter MacKinnon, Arizona State University; Matthew Valente, Florida International University; Diana Alvarez Bartolo, Arizona State University
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1:55 PM
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Causal Mediation Analysis for Sparse and Irregular Longitudinal Data
Fan Li, Duke University; Shuxi Zeng, Duke University
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2:15 PM
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Post-Treatment Confounding in Causal Mediation Studies: A Cutting-Edge Problem and a Novel Solution via Sensitivity Analysis
Guanglei Hong, University of Chicago; Fan Yang, University of Colorado Denver; Xu Qin, University of Pittsburgh
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2:35 PM
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Heterogeneous Indirect Effects for Multiple Mediators Using Interventional Effect Models
Wen Wei Loh, Ghent University; Beatrijs Moerkerke, Ghent University; Tom Loeys, Ghent University; Stijn Vansteelandt, Ghent University
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2:55 PM
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A causal approach to functional mediation analysis with application to a smoking cessation intervention
Donna L. Coffman, Temple University; John J. Dziak, Pennsylvania State University; Yajnaseni Chakraborti, Temple University; Megan E. Piper, University of Wisconsin - Madison
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3:15 PM
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Floor Discussion
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