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Provides functions to perform exploratory factor analysis (EFA) procedures and compare their solutions. The goal is to provide state-of-the-art factor retention methods and a high degree of flexibility in the EFA procedures. This way, for example, implementations from R 'psych' and 'SPSS' can be compared. Moreover, functions for Schmid-Leiman transformation and the computation of omegas are provided. To speed up the analyses, some of the iterative procedures, like principal axis factoring (PAF), are implemented in C++.
Version: | 0.4.4 |
Depends: | R (≥ 3.6.0) |
Imports: | lavaan, psych, crayon, stringr, stats, ggplot2, tibble, magrittr, dplyr, cli, Rcpp, viridisLite, graphics, future.apply, future, GPArotation, checkmate, tidyr, progressr, progress, rlang |
LinkingTo: | Rcpp, RcppArmadillo |
Suggests: | testthat, knitr, rmarkdown, microbenchmark |
Published: | 2023-01-06 |
DOI: | 10.32614/CRAN.package.EFAtools |
Author: | Markus Steiner [aut, cre], Silvia Grieder [aut], William Revelle [ctb], Max Auerswald [ctb], Morten Moshagen [ctb], John Ruscio [ctb], Brendan Roche [ctb], Urbano Lorenzo-Seva [ctb], David Navarro-Gonzalez [ctb] |
Maintainer: | Markus Steiner <markus.d.steiner at gmail.com> |
BugReports: | https://github.com/mdsteiner/EFAtools/issues |
License: | GPL-3 |
URL: | https://github.com/mdsteiner/EFAtools |
NeedsCompilation: | yes |
Citation: | EFAtools citation info |
Materials: | README NEWS |
CRAN checks: | EFAtools results |
Reference manual: | EFAtools.pdf |
Vignettes: |
EFAtools Replicate_SPSS_psych |
Package source: | EFAtools_0.4.4.tar.gz |
Windows binaries: | r-devel: EFAtools_0.4.4.zip, r-release: EFAtools_0.4.4.zip, r-oldrel: EFAtools_0.4.4.zip |
macOS binaries: | r-release (arm64): EFAtools_0.4.4.tgz, r-oldrel (arm64): EFAtools_0.4.4.tgz, r-release (x86_64): EFAtools_0.4.4.tgz, r-oldrel (x86_64): EFAtools_0.4.4.tgz |
Old sources: | EFAtools archive |
Reverse imports: | EFA.dimensions |
Reverse suggests: | FAfA |
Please use the canonical form https://CRAN.R-project.org/package=EFAtools 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.