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uploading the case study about Bayesian structural equation model using blavaan #184

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uploading the html file for the SEM tutorial
education-stan Apr 22, 2023
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Including new case study on blavaan & Bayesian SEM
education-stan Apr 22, 2023
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Update case-studies.md
education-stan Apr 22, 2023
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Expand Up @@ -27,6 +27,34 @@ versions noted and seeds fixed)</span> and
* an open-source code license <span class="note">(preferably BSD or GPL
for code, Creative Commons for text)</span>; authors retain all copyright.

# *Stan Case Studies*, &nbsp; Volume 10 &nbsp; (2023)

<hr style="margin:0.25em 0 0.25em 0;"/>
<hr style="margin:0 0 2em 0;"/>

## Bayesian Structural Equation Modeling using blavaan
<small> In this case study, we fit Bayesian structural equation models (SEM) using Hamiltonian Monte Carlo sampling in Stan-powered R package *blavaan* and illustrate how to use confirmtory factor analysis and latent growth curve modeling as SEM's special cases. We also compared the estimates from *blavaan* with its frequentist counterpart using *lavaan*.


[View](case-studies/sem.html) <span
class="note">(HTML)</span>

Authors
: Feng Ji, Xingyao Xiao, Aybolek Amanmyradova, Sophia Rabe-Hesketh

Keywords
: Structural Equation Modeling (SEM), Lavant Variable Modeling, Latent Growth Curve Models, Confirmatory Factor Analysis (CFA), Growth Curve Modeling,
Bayesian Model Evaluation

Source Repository
: [example-models/education/sem](https://github.com/education-stan/example-models/tree/master/education/sem)
<span class="note">(GitHub)</span>

Dependencies
: <tt style="font-size: 90%"> blavaan, lavaan, rstan, MASS, mvtnorm, tidyverse, semPlot, magrittr, lavaan.survey</tt>

License
: BSD (3 clause), CC-BY

# *Stan Case Studies*, &nbsp; Volume 9 &nbsp; (2022)

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