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 Obster ORCID iD [aut, cre, cph]
Maintainer: Fabian Obster <fabian.obster at unibw.de>
BugReports: https://github.com/FabianObster/sgboost/issues
License: MIT + file LICENSE
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:

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