Beyond Linear Regression: Within-Subject Experiments, Multilevel, and Longitudinal Approaches to Mediation Analysis

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.