Structural equation modeling (SEM) with lavaan
Learn how to specify, estimate and interpret SEM models with no-cost professional R software used by experts worldwide.
4.09 (383 reviews)
2 984
students
11.5 hours
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May 2021
last update
$54.99
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What you will learn
Specify and estimate parameters in a structural equation model using the R lavaan package and interpret and report on the SEM model results.
Perform exploratory and confirmatory factors analyses (EFAs and CFAs) using their own datasets.
Use a variety of multiple imputation techniques to "fill in," and correct for, missing data.
Specify and estimate mediated and other indirect SEM effects using traditional parametric confidence intervals, as well as using bootstrapped and/or bias-corrected and accelerated non-parametric approaches.
Specify and estimate the fit of multi-group SEM models, as well as determine levels of measurement invariance (metric, scalar, configural).
Output beautiful multi-color plots of fitted SEM models for use in reports and publications.
Understand how to set-up, specify, estimate and interpret a latent (growth) curve model, using alternate random intercept and slope model specifications.
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493236
udemy ID
04/05/2015
course created date
22/11/2019
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