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This two day hands-on workshop covers various topics in multilevel modeling with continuous and categorical variables. Topics include, when multilevel analysis is necessary, multilevel regression, random slopes and cross-level effects, multilevel confirmatory factor analysis and the MIMIC model, multilevel path analysis, multilevel mediation and moderation, multilevel latent variable modeling, longitudinal data, and power analysis. Examples will be demonstrated in both R (using R-Studio) and Mplus. Syntax and output for both programs will be provided for all examples covered in the workshop.
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