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INLAvaan (development version)

  • Add params and logscale options to visual_debug

INLAvaan 0.2.3

CRAN release: 2026-01-28

  • Improved axis scanning, skewness correction, and VB mean correction routine.
  • Bug fixes for CRAN.
  • Updated README example.

INLAvaan 0.2.2

CRAN release: 2026-01-27

  • Under the hood, use lavaan’s MVN log-likelihood function to compute single- and multi-level log-likelihoods.
  • Added support for multi-level SEM models.
  • Added support for binary data using PML estimator from lavaan. NOTE: Ordinal is possible in theory, but the package still lacks proper prior support for the thresholds.
  • Added support for missing = "ML" to handle FIML for missing data.

INLAvaan 0.2.1

  • Support for lavaan 0.6-21.
  • Implemented variational Bayes mean correction for posterior marginals.
  • Defined parameters are now available, e.g. mediation analysis.
  • Prepare for CRAN release.

INLAvaan 0.2

  • INLAvaan has been rewritten from the ground up specifically for SEM models. The new version does not call R-INLA directly, but instead uses the core approximation ideas to fit SEM models more efficiently.
  • Features are restricted to normal likelihoods only and continuous observations for now.
  • Support for most models that lavaan/blavaan can fit, including CFA, SEM, and growth curve models.
  • Support for multigroup analysis.
  • Added PPP and DIC model fit indices.
  • Added prior specification for all model parameters.
  • Added support for fixed values and parameter constraints.
  • Initial CRAN submission.

INLAvaan 0.1

  • Used rgeneric functionality of R-INLA to implement a basic SEM framework.