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ordPens: Selection, Fusion, Smoothing and Principal Components Analysis for Ordinal Variables

Selection, fusion, and/or smoothing of ordinally scaled independent variables using a group lasso, fused lasso or generalized ridge penalty, as well as non-linear principal components analysis for ordinal variables using a second-order difference/smoothing penalty.

Version: 1.1.0
Depends: grplasso, mgcv, RLRsim, quadprog, glmpath
Imports: ordinalNet
Suggests: utils, psy, knitr, rmarkdown, testthat (≥ 3.0.0)
Published: 2023-10-10
DOI: 10.32614/CRAN.package.ordPens
Author: Jan Gertheiss [aut], Aisouda Hoshiyar [aut, cre], Fabian Scheipl [ctb]
Maintainer: Aisouda Hoshiyar <aisouda.hoshiyar at hsu-hh.de>
License: GPL-2
NeedsCompilation: no
Materials: README NEWS
CRAN checks: ordPens results

Documentation:

Reference manual: ordPens.pdf
Vignettes: Introduction to ordPens: 'ordPCA'
Introduction to ordPens

Downloads:

Package source: ordPens_1.1.0.tar.gz
Windows binaries: r-devel: ordPens_1.1.0.zip, r-release: ordPens_1.1.0.zip, r-oldrel: ordPens_1.1.0.zip
macOS binaries: r-release (arm64): ordPens_1.1.0.tgz, r-oldrel (arm64): ordPens_1.1.0.tgz, r-release (x86_64): ordPens_1.1.0.tgz, r-oldrel (x86_64): ordPens_1.1.0.tgz
Old sources: ordPens archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=ordPens 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.