R4SEM – Strutural Equation Modelling with R
The Philosophy
We use R for Structure Equation Model (SEM) because we believe that R is the complete tools. R is open-source statistical environment with various packages supporting SEM analysis. It is free as in beer and in freedom so that we can enjoy it as drinking beer and as having freedom to to things we love.
Assumption checking
Multivariate Normality
- Multivariate Normality testing using Shapiro Test (link)
EFA
CFA
SEM
Ex-post analysis
Reliability
Multiple group
Model plot
- SEMPlot package by Sacha Epskamp (website)
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Pairach Piboonrungroj, PhD 