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ordPens  

Selection, Fusion, Smoothing and Principal Components Analysis for Ordinal Variables
View on CRAN: Click here


Download and install ordPens package within the R console
Install from CRAN:
install.packages("ordPens")

Install from Github:
library("remotes")
install_github("cran/ordPens")

Install by package version:
library("remotes")
install_version("ordPens", "1.1.0")



Attach the package and use:
library("ordPens")
Maintained by
Aisouda Hoshiyar
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2011-03-22
Latest Update: 2023-10-10
Description:
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.
How to cite:
Aisouda Hoshiyar (2011). ordPens: Selection, Fusion, Smoothing and Principal Components Analysis for Ordinal Variables. R package version 1.1.0, https://cran.r-project.org/web/packages/ordPens. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1-5 (2011-03-22 16:54), 0.1-6 (2011-05-28 17:25), 0.1-7 (2012-10-29 08:59), 0.2-1 (2013-06-14 12:23), 0.3-1 (2015-05-21 16:38), 1.0.0 (2021-08-17 18:10)
Other packages that cited ordPens R package
View ordPens citation profile
Other R packages that ordPens depends, imports, suggests or enhances
Complete documentation for ordPens
Functions, R codes and Examples using the ordPens R package
Some associated functions: ICFCoreSetCWP . Stability.cumu . ordAOV . ordCV . ordFusion . ordGene . ordPCA . ordPens-internal . ordPens-package . ordSelect . ordSmooth . plot.ordPen . predict.ordPen . 
Some associated R codes: StabilityCumu.R . ordAOV.R . ordCV.R . ordFusion.R . ordPCA.R . ordPens-internal.R . ordSelect.R . ordSmooth.R . plot.ordPen.R . predict.ordPen.R .  Full ordPens package functions and examples
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