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pense: Penalized Elastic Net S/MM-Estimator of Regression

Robust penalized (adaptive) elastic net S and M estimators for linear regression. The methods are proposed in Cohen Freue, G. V., Kepplinger, D., Salibián-Barrera, M., and Smucler, E. (2019) <https://projecteuclid.org/euclid.aoas/1574910036>. The package implements the extensions and algorithms described in Kepplinger, D. (2020) <doi:10.14288/1.0392915>.

Version:2.2.2
Depends:R (≥ 3.5.0),Matrix
Imports:Rcpp, methods, parallel,lifecycle (≥ 0.2.0),rlang (≥0.4.0)
LinkingTo:Rcpp,RcppArmadillo (≥ 0.9.600)
Suggests:testthat (≥ 2.1.0),knitr,rmarkdown,jsonlite
Published:2024-07-27
DOI:10.32614/CRAN.package.pense
Author:David Kepplinger [aut, cre], Matías Salibián-Barrera [aut], Gabriela Cohen Freue [aut]
Maintainer:David Kepplinger <david.kepplinger at gmail.com>
BugReports:https://github.com/dakep/pense-rpkg/issues
License:MIT + fileLICENSE
Copyright:See the file COPYRIGHT for copyright details on some of thefunctions and algorithms used.
URL:https://dakep.github.io/pense-rpkg/,https://github.com/dakep/pense-rpkg
NeedsCompilation:yes
Materials:NEWS
CRAN checks:pense results

Documentation:

Reference manual:pense.html ,pense.pdf
Vignettes:Estimating predictive models (source,R code)
Controlling the grid of penalization levels (source,R code)
Migrating from pense version 1.x to 2.x (source,R code)

Downloads:

Package source: pense_2.2.2.tar.gz
Windows binaries: r-devel:pense_2.2.2.zip, r-release:pense_2.2.2.zip, r-oldrel:pense_2.2.2.zip
macOS binaries: r-release (arm64):pense_2.2.2.tgz, r-oldrel (arm64):pense_2.2.2.tgz, r-release (x86_64):pense_2.2.2.tgz, r-oldrel (x86_64):pense_2.2.2.tgz
Old sources: pense archive

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