Other packages > Find by keyword >

grpreg  

Regularization Paths for Regression Models with Grouped Covariates
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("grpreg", "3.5.0")



Attach the package and use:
library("grpreg")
Maintained by
Patrick Breheny
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2008-11-24
Latest Update: 2024-09-03
Description:
Efficient algorithms for fitting the regularization path of linear regression, GLM, and Cox regression models with grouped penalties. This includes group selection methods such as group lasso, group MCP, and group SCAD as well as bi-level selection methods such as the group exponential lasso, the composite MCP, and the group bridge. For more information, see Breheny and Huang (2009) , Huang, Breheny, and Ma (2012) , Breheny and Huang (2015) , and Breheny (2015) , or visit the package homepage .
How to cite:
Patrick Breheny (2008). grpreg: Regularization Paths for Regression Models with Grouped Covariates. R package version 3.5.0, https://cran.r-project.org/web/packages/grpreg. Accessed 06 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:46), 1.0 (2008-11-24 10:27), 1.1 (2009-11-13 11:43), 1.2-0 (2011-06-22 22:31), 1.2-1 (2011-07-06 20:56), 1.2-2 (2012-07-12 21:47), 2.0-0 (2012-07-21 14:22), 2.0-1 (2012-07-22 15:22), 2.1-0 (2012-07-28 15:52), 2.2-0 (2012-10-09 07:58), 2.2-1 (2012-11-16 00:04), 2.3-0 (2013-02-10 15:27), 2.4-0 (2013-06-07 08:17), 2.5-0 (2013-12-24 07:44), 2.6-0 (2014-03-21 20:40), 2.7-0 (2014-08-13 07:35), 2.7-1 (2014-08-13 22:16), 2.8-0 (2014-11-15 16:54), 2.8-1 (2015-05-30 07:54), 3.0-0 (2016-06-02 14:38), 3.0-1 (2016-06-06 23:32), 3.0-2 (2016-07-11 22:56), 3.1-0 (2017-05-18 16:22), 3.1-1 (2017-06-08 06:28), 3.1-2 (2017-07-06 12:19), 3.1-3 (2018-04-08 13:13), 3.1-4 (2018-06-15 22:56), 3.2-0 (2018-09-27 16:40), 3.2-1 (2019-02-26 22:40), 3.2.2 (2020-02-19 07:00), 3.3.0 (2020-06-10 20:20), 3.3.1 (2021-03-30 18:10), 3.4.0 (2021-07-26 20:10), 3.5.0 (2024-09-03 19:00)
Other packages that cited grpreg R package
View grpreg citation profile
Other R packages that grpreg depends, imports, suggests or enhances
Complete documentation for grpreg
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

RRedshiftSQL  
R Interface to the 'Redshift' Database
Superclasses 'PostgreSQL' connection to help enable full 'dplyr' functionality on 'Redshift'. ...
Download / Learn more Package Citations See dependency  
lsmeans  
Least-Squares Means
Obtain least-squares means for linear, generalized linear, and mixed models. Compute contrasts or l ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
SAMBA  
Selection and Misclassification Bias Adjustment for Logistic Regression Models
Health research using data from electronic health records (EHR) has gained popularity, but miscla ...
Download / Learn more Package Citations See dependency  
TMDb  
Access to TMDb API
Provides an R-interface to the TMDb API (see TMDb API on < ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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