MplusAutomation: An R Package for Facilitating Large-Scale Latent Variable Analyses in Mplus (original) (raw)
Leverages the R language to automate latent variable model estimation and interpretation using 'Mplus', a powerful latent variable modeling program developed by Muthen and Muthen (<https://www.statmodel.com>). Specifically, this package provides routines for creating related groups of models, running batches of models, and extracting and tabulating model parameters and fit statistics.
| Version: | 1.2 |
|---|---|
| Depends: | R (≥ 3.5.0), methods |
| Imports: | utils, boot, plyr, gsubfn, coda, xtable, lattice, texreg, pander, digest, parallel, ggplot2, data.table, fastDummies, checkmate |
| Suggests: | rhdf5, tcltk, relimp, knitr, testthat (≥ 3.0.0), rmarkdown |
| Published: | 2025-09-02 |
| DOI: | 10.32614/CRAN.package.MplusAutomation |
| Author: | Michael Hallquist [aut, cre], Joshua Wiley [aut], Caspar van Lissa [ctb], Daniel Morillo [ctb] |
| Maintainer: | Michael Hallquist <michael.hallquist at gmail.com> |
| BugReports: | https://github.com/michaelhallquist/MplusAutomation/issues |
| License: | LGPL-3 |
| URL: | https://michaelhallquist.github.io/MplusAutomation/ |
| NeedsCompilation: | no |
| Citation: | MplusAutomation citation info |
| Materials: | README, |
| In views: | MixedModels, Psychometrics |
| CRAN checks: | MplusAutomation results |
Documentation:
Downloads:
Reverse dependencies:
| Reverse depends: | holland, mplusParallel.automation, MplusTrees |
|---|---|
| Reverse imports: | aMNLFA, autoFC, BifactorIndicesCalculator, mlVAR, modsem, MplusLGM, plotSEMM, tidyLPA, tidySEM |
| Reverse suggests: | powerNLSEM, semPlot, ShortForm, stuart, thurstonianIRT |
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