Other packages > Find by keyword >

BrokenAdaptiveRidge  

Broken Adaptive Ridge Regression with Cyclops
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("BrokenAdaptiveRidge", "1.0.0")



Attach the package and use:
library("BrokenAdaptiveRidge")
Maintained by
Marc A. Suchard
[Scholar Profile | Author Map]
First Published: 2023-04-07
Latest Update: 2023-04-07
Description:
Approximates best-subset selection (L0) regression with an iteratively adaptive Ridge (L2) penalty for large-scale models. This package uses Cyclops for an efficient implementation and the iterative method is described in Kawaguchi et al (2020) and Li et al (2021) .
How to cite:
Marc A. Suchard (2023). BrokenAdaptiveRidge: Broken Adaptive Ridge Regression with Cyclops. R package version 1.0.0, https://cran.r-project.org/web/packages/BrokenAdaptiveRidge. Accessed 30 Mar. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited BrokenAdaptiveRidge R package
View BrokenAdaptiveRidge citation profile
Other R packages that BrokenAdaptiveRidge depends, imports, suggests or enhances
Complete documentation for BrokenAdaptiveRidge
Functions, R codes and Examples using the BrokenAdaptiveRidge R package
Some associated functions: createBarPrior . createFastBarPrior . 
Some associated R codes: Prior.R . fastBarPrior.R .  Full BrokenAdaptiveRidge package functions and examples
Downloads during the last 30 days
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/28Downloads for BrokenAdaptiveRidge2468101214161820TrendBars

Today's Hot Picks in Authors and Packages

TangPoemR  
Write Chinese Tang Poems
Write Chinese Tang Poems automatically. ...
Download / Learn more Package Citations See dependency  
cocorresp  
Co-Correspondence Analysis Methods
Fits predictive and symmetric co-correspondence analysis (CoCA) models to relate one data matrix to ...
Download / Learn more Package Citations See dependency  
FAMoS  
A Flexible Algorithm for Model Selection
Given a set of parameters describing model dynamics and a corresponding cost function, FAMoS perfor ...
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  

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