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sgboost: Sparse-Group Boosting

Sparse-group boosting to be used in conjunction with the 'mboost' for modeling grouped data. Applicable to all sparse-group lasso type problems where within-group and between-group sparsity is desired. Interprets and visualizes individual variables and groups.

Version:0.2.0
Imports:dplyr,mboost,stringr,rlang,tibble,ggplot2,ggforce
Suggests:knitr,rmarkdown,spelling,testthat (≥ 3.0.0)
Published:2025-02-17
DOI:10.32614/CRAN.package.sgboost
Author:Fabian ObsterORCID iD [aut, cre, cph]
Maintainer:Fabian Obster <fabian.obster at unibw.de>
BugReports:https://github.com/FabianObster/sgboost/issues
License:MIT + fileLICENSE
URL:https://github.com/FabianObster/sgboost
NeedsCompilation:no
Language:en-US
Materials:README,NEWS
CRAN checks:sgboost results

Documentation:

Reference manual:sgboost.html ,sgboost.pdf
Vignettes:A sparse-group boosing Tutorial in R (source,R code)

Downloads:

Package source: sgboost_0.2.0.tar.gz
Windows binaries: r-devel:sgboost_0.2.0.zip, r-release:sgboost_0.2.0.zip, r-oldrel:sgboost_0.2.0.zip
macOS binaries: r-release (arm64):sgboost_0.2.0.tgz, r-oldrel (arm64):sgboost_0.2.0.tgz, r-release (x86_64):sgboost_0.2.0.tgz, r-oldrel (x86_64):sgboost_0.2.0.tgz
Old sources: sgboost archive

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=sgboostto link to this page.


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