Other packages > Find by keyword >

xrnet  

Hierarchical Regularized Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("xrnet", "1.0.1")



Attach the package and use:
library("xrnet")
Maintained by
Garrett Weaver
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-02-28
Latest Update: 2024-07-16
Description:
Fits hierarchical regularized regression models to incorporate potentially informative external data, Weaver and Lewinger (2019) <doi:10.21105/joss.01761>. Utilizes coordinate descent to efficiently fit regularized regression models both with and without external information with the most common penalties used in practice (i.e. ridge, lasso, elastic net). Support for standard R matrices, sparse matrices and big.matrix objects.
How to cite:
Garrett Weaver (2020). xrnet: Hierarchical Regularized Regression. R package version 1.0.1, https://cran.r-project.org/web/packages/xrnet. Accessed 06 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:56), 0.1.6 (2020-02-28 12:20), 0.1.7 (2020-03-01 07:50), 1.0.0 (2024-07-16 02:40)
Other packages that cited xrnet R package
View xrnet citation profile
Other R packages that xrnet depends, imports, suggests or enhances
Complete documentation for xrnet
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
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  
TMDb  
Access to TMDb API
Provides an R-interface to the TMDb API (see TMDb API on < ...
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  
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  

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