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sgboost  

Sparse-Group Boosting
View on CRAN: Click here


Download and install sgboost package within the R console
Install from CRAN:
install.packages("sgboost")

Install from Github:
library("remotes")
install_github("cran/sgboost")

Install by package version:
library("remotes")
install_version("sgboost", "0.2.0")



Attach the package and use:
library("sgboost")
Maintained by
Fabian Obster
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-04-11
Latest Update: 2025-02-17
Description:
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.
How to cite:
Fabian Obster (2024). sgboost: Sparse-Group Boosting. R package version 0.2.0, https://cran.r-project.org/web/packages/sgboost. Accessed 07 Mar. 2026.
Previous versions and publish date:
0.1.0 (2024-04-11 13:20), 0.1.2 (2024-04-22 15:52), 0.1.3 (2024-05-19 18:50)
Other packages that cited sgboost R package
View sgboost citation profile
Other R packages that sgboost depends, imports, suggests or enhances
Complete documentation for sgboost
Functions, R codes and Examples using the sgboost R package
Full sgboost package functions and examples
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