Other packages > Find by keyword >

ADMMnet  

Regularized Model with Selecting the Number of Non-Zeros
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ADMMnet", "0.1.1")



Attach the package and use:
library("ADMMnet")
Maintained by
Xiang Li
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-12-12
Latest Update:
Description:
Fit linear and cox models regularized with net (L1 and Laplacian), elastic-net (L1 and L2) or lasso (L1) penalty, and their adaptive forms, such as adaptive lasso and net adjusting for signs of linked coefficients. In addition, it treats the number of non-zero coefficients as another tuning parameter and simultaneously selects with the regularization parameter. The package uses one-step coordinate descent algorithm and runs extremely fast by taking into account the sparsity structure of coefficients.
How to cite:
Xiang Li (2015). ADMMnet: Regularized Model with Selecting the Number of Non-Zeros. R package version 0.1.1, https://cran.r-project.org/web/packages/ADMMnet. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.1.1 (2020-10-14 18:34), 0.1 (2015-12-12 09:41)
Other packages that cited ADMMnet R package
View ADMMnet citation profile
Other R packages that ADMMnet depends, imports, suggests or enhances
Functions, R codes and Examples using the ADMMnet R package
Some associated functions: ADMMnet-package . ADMMnet . print.ADMMnet . 
Some associated R codes: ADMMini.R . ADMMnet.R . RcppExports.R . net_cox.R . net_lm.R . print.ADMMnet.R .  Full ADMMnet package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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