APS
APS Virtual Poster Showcase
Beyond Linear Regression: Within-Subject Experiments, Multilevel, and Longitudinal Approaches to Mediation Analysis
Subject Area: Methodology
Three leading experts on mediation analysis for designs with data dependencies speak to the similarities and differences among approaches to mediation analysis for within-subject experiments, multilevel models, and longitudinal designs. Researchers discuss the models, assumptions, and practical choices required for implementing accurate statistical mediation analysis when dependent data is present.
Chairs & Discussants
- Amanda MontoyaChair
University of California, Los Angeles - Patrick ShroutDiscussant
New York University
Presentations
- Multilevel Mediation: An Introduction and Practical IssuesNicholas Rockwood
- Quantifying Bias in Longitudinal Parallel Mediation AnalysisDavood Tofighi
- The More Things Change the More They Stay the Same: Model Equivalence in Repeated-Measures MediationAmanda Montoya
