Efficient Bayesian Structural Equation Modeling in Stan

Efficient Bayesian Structural Equation Modeling in Stan

Structural equation models comprise a large class of popular statistical models, including factor analysis models, certain mixed models, and extensions thereof. Model estimation is complicated by the fact that we typically have multiple interdependent response variables and multiple latent variables...

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Bibliographic Details
Main Authors: Edgar C. Merkle, Ellen Fitzsimmons, James Uanhoro, Ben Goodrich
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2021-11-01
Series:Journal of Statistical Software
Subjects:
bayesian sem
structural equation model
stan
jags
mcmc
blavaan
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/3825

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