Other packages > Find by keyword >

sparsegl  

Sparse Group Lasso
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("sparsegl", "1.1.1")



Attach the package and use:
library("sparsegl")
Maintained by
Daniel J. McDonald
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-03-07
Latest Update: 2024-08-24
Description:
Efficient implementation of sparse group lasso with optional bound constraints on the coefficients. It supports the use of a sparse design matrix as well as returning coefficient estimates in a sparse matrix. Furthermore, it correctly calculates the degrees of freedom to allow for information criteria rather than cross-validation with very large data. Finally, the interface to compiled code avoids unnecessary copies and allows for the use of long integers.
How to cite:
Daniel J. McDonald (2022). sparsegl: Sparse Group Lasso. R package version 1.1.1, https://cran.r-project.org/web/packages/sparsegl. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.3.0 (2022-03-07 21:30), 0.4.0 (2022-09-05 21:20), 0.5.0 (2022-09-22 10:30), 1.0.0 (2022-11-29 00:30), 1.0.1 (2023-01-27 19:20), 1.0.2 (2023-09-25 18:50), 1.1.0 (2024-06-26 23:20)
Other packages that cited sparsegl R package
View sparsegl citation profile
Other R packages that sparsegl depends, imports, suggests or enhances
Complete documentation for sparsegl
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA