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Provides functions to identify plausible and replicable factor structures for a set of variables via k-fold cross validation. The process combines the exploratory and confirmatory factor analytic approach to scale development (Flora & Flake, 2017) <doi:10.1037/cbs0000069> with a cross validation technique that maximizes the available data (Hastie, Tibshirani, & Friedman, 2009) <isbn:978-0-387-21606-5>. Also available are functions to determine k by drawing on power analytic techniques for covariance structures (MacCallum, Browne, & Sugawara, 1996) <doi:10.1037/1082-989X.1.2.130>, generate model syntax, and summarize results in a report.
| Version: | 0.2.2 |
| Depends: | R (≥ 3.6) |
| Imports: | caret, doParallel, flextable (≥ 0.6.3), foreach, GPArotation, knitr, lavaan (≥ 0.6.9), officer, parallel, rmarkdown, semTools (≥ 0.5.5), simstandard |
| Suggests: | semPlot |
| Published: | 2023-07-09 |
| DOI: | 10.32614/CRAN.package.kfa |
| Author: | Kyle Nickodem [aut, cre] and Peter Halpin [aut] |
| Maintainer: | Kyle Nickodem <kyle.nickodem at gmail.com> |
| BugReports: | https://github.com/knickodem/kfa/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/knickodem/kfa |
| NeedsCompilation: | no |
| Citation: | kfa citation info |
| Materials: | README NEWS |
| CRAN checks: | kfa results |
| Reference manual: | kfa.pdf |
| Package source: | kfa_0.2.2.tar.gz |
| Windows binaries: | r-devel: kfa_0.2.2.zip, r-release: kfa_0.2.2.zip, r-oldrel: kfa_0.2.2.zip |
| macOS binaries: | r-release (arm64): kfa_0.2.2.tgz, r-oldrel (arm64): kfa_0.2.2.tgz, r-release (x86_64): kfa_0.2.2.tgz, r-oldrel (x86_64): kfa_0.2.2.tgz |
| Old sources: | kfa archive |
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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.