2023•Unpublished venueRequires access

Multilevel Modeling and Multilevel SEM in Mplus

Michael J. Zyphur

Abstract

This seminar introduces the Mplus multilevel latent variable modeling framework and describes multilevel variance/effect decomposition, random/fixed effects (including random slopes), and then proceeds to explore multilevel path analysis, multilevel CFA including multilevel bi-factor models, and multilevel SEM. Topics include ways to handle strong correlations at the between-group level, indirect effects (multilevel mediation), interaction effects (multilevel moderation), and conditional indirect effects (multilevel moderated mediation). An official Instats certificate of completion and 2 ECTS Equivalent points are provided at the conclusion of the seminar.

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Available abstract

Key concepts: Multilevel model, Moderation, Mediation, Multilevel modelling, Random effects model, Hierarchical database model, Psychology, Path analysis (statistics)