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 
[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:
Please use the canonical form https://CRAN.R-project.org/package=sgboost to link to this page.