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 18 Jul. 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

MSCMT  
Multivariate Synthetic Control Method Using Time Series
Three generalizations of the synthetic control method (which has already an implementation in packa ...
Download / Learn more Package Citations See dependency  
timeSeq  
Detecting Differentially Expressed Genes in Time Course RNA-Seq Data
A negative binomial mixed-effects (NBME) model to detect nonparallel differential expression(NPDE) ...
Download / Learn more Package Citations See dependency  
nricens  
NRI for Risk Prediction Models with Time to Event and Binary Response Data
Calculating the net reclassification improvement (NRI) for risk prediction models with time to event ...
Download / Learn more Package Citations See dependency  
SSM  
Fit and Analyze Smooth Supersaturated Models
Creates an S4 class "SSM" and defines functions for fitting smooth supersaturated models, a polynomi ...
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  
logistic4p  
Logistic Regression with Misclassification in Dependent Variables
Error in a binary dependent variable, also known as misclassification, has not drawn much attention ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

74,019

Author Associations

27,807

Publication Badges

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