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", "1.0.0")



Attach the package and use:
library("xrnet")
Maintained by
Garrett Weaver
[Scholar Profile | Author Map]
First Published: 2020-02-28
Latest Update: 2020-03-01
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 1.0.0, https://cran.r-project.org/web/packages/xrnet. Accessed 18 Mar. 2025.
Previous versions and publish date:
0.1.6 (2020-02-28 12:20), 0.1.7 (2020-03-01 07:50)
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
02/1602/1702/1802/1902/2002/2102/2202/2302/2402/2502/2602/2702/2803/0103/0203/0303/0403/0503/0603/0703/1003/1103/1203/1303/1403/1503/16Downloads for xrnet02468101214TrendBars

Today's Hot Picks in Authors and Packages

assertive  
Readable Check Functions to Ensure Code Integrity
Lots of predicates (is_* functions) to check the state of your variables, and assertions (assert_* ...
Download / Learn more Package Citations See dependency  
optional  
Optional Types and Pattern Matching
Introduces optional types with some() and none, as well as match_with() from functional languages. ...
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  
WordOfMouth  
Estimates Economic Variables for Word-of-Mouth-Campaigns
Methods for estimating profit, profit-maximizing price, demand and consumer surplus of Word-of-Mouth ...
Download / Learn more Package Citations See dependency  
lineup  
Lining Up Two Sets of Measurements
Tools for detecting and correcting sample mix-ups between two sets of measurements, such as between ...
Download / Learn more Package Citations See dependency  
sdcSpatial  
Statistical Disclosure Control for Spatial Data
Privacy protected raster maps can be created from spatial point data. Protection methods include s ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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