kfa
K-Fold Cross Validation for Factor Analysis
Description
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.
Downloads
282
Last 30 days
10964th
282
Last 90 days
282
Last year
CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | NOTE |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (14 non-OK)
CRAN incoming feasibility
Maintainer: ‘Kyle Nickodem <kyle.nickodem@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Kyle",
family = "Nickodem",
role = c("aut", "cre"),
email = "kyle.nickodem@gmail.com"),
person(given = "Peter",
family = "Halpin",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Kyle Nickodem <kyle.nickodem@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Kyle",
family = "Nickodem",
role = c("aut", "cre"),
email = "kyle.nickodem@gmail.com"),
person(given = "Peter",
family = "Halpin",
role = "aut"))
as necessary.
*
*
*
*
*
*
package dependencies
Package suggested but not available for checking: 'semPlot'
*
*
*
*
*
Check History
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
CRAN incoming feasibility
Maintainer: ‘Kyle Nickodem <kyle.nickodem@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Kyle",
family = "Nickodem",
role = c("aut", "cre"),
email = "kyle.nickodem@gmail.com"),
person(given = "Peter",
family = "Halpin",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Kyle Nickodem <kyle.nickodem@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Kyle",
family = "Nickodem",
role = c("aut", "cre"),
email = "kyle.nickodem@gmail.com"),
person(given = "Peter",
family = "Halpin",
role = "aut"))
as necessary.
package dependencies
Package suggested but not available for checking: 'semPlot'