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: 0.1.3
Imports: dplyr, mboost, stringr, rlang, tibble, ggplot2, ggforce
Suggests: knitr, rmarkdown, spelling, testthat (≥ 3.0.0)
Published: 2024-05-19
DOI: 10.32614/CRAN.package.sgboost
Author: Fabian Obster ORCID iD [aut, cre, cph]
Maintainer: Fabian Obster <fabian.obster at>
License: MIT + file LICENSE
NeedsCompilation: no
Language: en-US
Materials: README NEWS
CRAN checks: sgboost results


Reference manual: sgboost.pdf
Vignettes: A sparse-group boosing Tutorial in R


Package source: sgboost_0.1.3.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): sgboost_0.1.3.tgz, r-oldrel (arm64): sgboost_0.1.3.tgz, r-release (x86_64): sgboost_0.1.3.tgz, r-oldrel (x86_64): sgboost_0.1.3.tgz
Old sources: sgboost archive


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