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: 1.0.0
Depends: grplasso, mgcv, RLRsim, quadprog, glmpath
Suggests: psy, knitr, rmarkdown
Published: 2021-08-17
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_1.0.0.tar.gz
Windows binaries: r-devel: ordPens_1.0.0.zip, r-release: ordPens_1.0.0.zip, r-oldrel: ordPens_1.0.0.zip
macOS binaries: r-release (arm64): ordPens_1.0.0.tgz, r-release (x86_64): ordPens_1.0.0.tgz, r-oldrel: ordPens_1.0.0.tgz
Old sources: ordPens archive

Linking:

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