Other packages > Find by keyword >

gcdnet  

The (Adaptive) LASSO and Elastic Net Penalized Least Squares, Logistic Regression, Hybrid Huberized Support Vector Machines, Squared Hinge Loss Support Vector Machines and Expectile Regression using a Fast Generalized Coordin
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("gcdnet", "1.0.6")



Attach the package and use:
library("gcdnet")
Maintained by
Yi Yang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-03-01
Latest Update: 2022-08-14
Description:
Implements a generalized coordinate descent (GCD) algorithm for computing the solution paths of the hybrid Huberized support vector machine (HHSVM) and its generalizations. Supported models include the (adaptive) LASSO and elastic net penalized least squares, logistic regression, HHSVM, squared hinge loss SVM and expectile regression.
How to cite:
Yi Yang (2012). gcdnet: The (Adaptive) LASSO and Elastic Net Penalized Least Squares, Logistic Regression, Hybrid Huberized Support Vector Machines, Squared Hinge Loss Support Vector Machines and Expectile Regression using a Fast Generalized Coordin. R package version 1.0.6, https://cran.r-project.org/web/packages/gcdnet. Accessed 29 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:41), 1.0.0 (2012-03-01 17:55), 1.0.1 (2012-04-23 07:16), 1.0.2 (2013-02-24 08:36), 1.0.3 (2013-07-26 11:05), 1.0.4 (2013-11-19 07:35), 1.0.5 (2017-11-20 14:45)
Other packages that cited gcdnet R package
View gcdnet citation profile
Other R packages that gcdnet depends, imports, suggests or enhances
Complete documentation for gcdnet
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

personalized2part  
Two-Part Estimation of Treatment Rules for Semi-Continuous Data
Implements the methodology of Huling, Smith, and Chen (2020) , w ...
Download / Learn more Package Citations See dependency  
binovisualfields  
Depth-Dependent Binocular Visual Fields Simulation
Simulation and visualization depth-dependent integrated visual fields. Visual fields are measured mo ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
GEVcdn  
GEV Conditional Density Estimation Network
Implements a flexible nonlinear modelling framework for nonstationary generalized extreme value anal ...
Download / Learn more Package Citations See dependency  
fastRG  
Sample Generalized Random Dot Product Graphs in Linear Time
Samples generalized random product graphs, a generalization of a broad class of network models. Giv ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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