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tidySEM: Tidy Structural Equation Modeling

A tidy workflow for generating, estimating, reporting, and plotting structural equation models using 'lavaan', 'OpenMx', or 'Mplus'. Throughout this workflow, elements of syntax, results, and graphs are represented as 'tidy' data, making them easy to customize. Includes functionality to estimate latent class analyses.

Version: 0.2.7
Depends: R (≥ 4.0.0), stats, utils, OpenMx
Imports: ggplot2 (≥ 3.4.2), lavaan, blavaan, MplusAutomation, igraph (≥ 2.0.0), psych, methods, gtable, dbscan, RANN, Matrix, bain, car, future.apply, progressr, nonnest2 (≥ 0.5.6)
Suggests: testthat, knitr, rmarkdown, dplyr, stringr, covr, tidyLPA, poLCA, umx, mclust, MASS, scales, yaml, formatR, dagitty, mice, ggraph
Published: 2024-06-04
DOI: 10.32614/CRAN.package.tidySEM
Author: Caspar J. van Lissa ORCID iD [aut, cre], Mauricio Garnier-Villarreal ORCID iD [ctb], Frank C Gootjes ORCID iD [ctb]
Maintainer: Caspar J. van Lissa <c.j.vanlissa at tilburguniversity.edu>
BugReports: https://github.com/cjvanlissa/tidySEM/issues
License: GPL (≥ 3)
URL: https://cjvanlissa.github.io/tidySEM/
NeedsCompilation: no
Materials: README
In views: Psychometrics
CRAN checks: tidySEM results

Documentation:

Reference manual: tidySEM.pdf
Vignettes: Generating syntax for structural equation models
Plotting graphs for structural equation models
SMART-LCA Checklist
Tabulating results from structural equation models
Confirmatory LPA for the Caregiver Compass
Exploratory LPA for Ocean Microplastics
Latent Class Growth Analysis
Latent Class Analysis for Ordinal Indicators
SEM graphing conventions

Downloads:

Package source: tidySEM_0.2.7.tar.gz
Windows binaries: r-devel: tidySEM_0.2.7.zip, r-release: tidySEM_0.2.7.zip, r-oldrel: tidySEM_0.2.7.zip
macOS binaries: r-release (arm64): tidySEM_0.2.7.tgz, r-oldrel (arm64): tidySEM_0.2.7.tgz, r-release (x86_64): tidySEM_0.2.7.tgz, r-oldrel (x86_64): tidySEM_0.2.7.tgz
Old sources: tidySEM archive

Reverse dependencies:

Reverse suggests: lavaanExtra, nonnest2, worcs

Linking:

Please use the canonical form https://CRAN.R-project.org/package=tidySEM to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.