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INLAvaan  

Approximate Bayesian Latent Variable Analysis
View on CRAN: Click here


Download and install INLAvaan package within the R console
Install from CRAN:
install.packages("INLAvaan")

Install from Github:
library("remotes")
install_github("cran/INLAvaan")

Install by package version:
library("remotes")
install_version("INLAvaan", "0.2.3")



Attach the package and use:
library("INLAvaan")
Maintained by
Haziq Jamil
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-01-27
Latest Update: 2026-01-28
Description:
Implements approximate Bayesian inference for Structural Equation Models (SEM) using a custom adaptation of the Integrated Nested Laplace Approximation as described in Rue et al. (2009) <doi:10.1111/j.1467-9868.2008.00700.x>. Provides a computationally efficient alternative to Markov Chain Monte Carlo (MCMC) for Bayesian estimation, allowing users to fit latent variable models using the 'lavaan' syntax.
How to cite:
Haziq Jamil (2026). INLAvaan: Approximate Bayesian Latent Variable Analysis. R package version 0.2.3, https://cran.r-project.org/web/packages/INLAvaan. Accessed 04 Jul. 2026.
Previous versions and publish date:
0.2.2 (2026-01-27 10:30), 0.2.3 (2026-01-28 23:50), 0.2.4 (2026-04-03 04:20)
Other packages that cited INLAvaan R package
View INLAvaan citation profile
Other R packages that INLAvaan depends, imports, suggests or enhances
Complete documentation for INLAvaan
Functions, R codes and Examples using the INLAvaan R package
Full INLAvaan package functions and examples
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