Package: ordPens 1.1.0

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.

Authors:Jan Gertheiss [aut], Aisouda Hoshiyar [aut, cre], Fabian Scheipl [ctb]

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ordPens.pdf |ordPens.html✨
ordPens/json (API)
NEWS

Peer review:

Bug tracker:https://github.com/ahoshiyar/ordpens/issues

On CRAN:

26 exports 2 stars 1.60 score 17 dependencies 2 mentions 28 scripts 366 downloads

Last updated 5 months agofrom:1dee3318f9. Checks:ERROR: 1 WARNING: 6. Indexed: yes.

Exports:cdcodingcrOgenRidgeinvlinknhessiannlogliknscoreord.glassoordAOVordAOV1ordAOV2ordCVordFusionordGeneordglasso_controlordPCAordSelectordSmoothpenALSplot.ordinal.smoothplot.ordPenPredict.matrix.ordinal.smoothpredict.ordPensmooth.construct.ordinal.smooth.specStability.cumu

Dependencies:bootglmpathgrplassolatticelme4MASSMatrixmgcvminqanlmenloptrordinalNetquadprogRcppRcppEigenRLRsimsurvival