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24 ! Sun, 8/8/2021, 1:30 PM - 3:20 PM Virtual
Recent Advances in Causal Analyses That Tell the Story of Complex Mediation Mechanisms — Topic-Contributed Papers
Biometrics Section, Section on Statistics in Epidemiology, Social Statistics Section
Organizer(s): Xu Qin, University of Pittsburgh
Chair(s): Xu Qin, University of Pittsburgh
1:35 PM 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
1:55 PM Causal Mediation Analysis for Sparse and Irregular Longitudinal Data
Fan Li, Duke University; Shuxi Zeng, Duke University
2:15 PM 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
2:35 PM 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
2:55 PM 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
3:15 PM Floor Discussion