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: 2023-08-19
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 22 Apr. 2025.
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
03/2303/2403/2803/3104/0104/0204/0504/0704/0804/0904/1204/1504/1704/18Downloads for ADMMnet0123456789101112TrendBars

Today's Hot Picks in Authors and Packages

optimStrat  
Choosing the Sample Strategy
Intended to assist in the choice of the sampling strategy to implement in a survey. ...
Download / Learn more Package Citations See dependency  
phylosamp  
Sample Size Calculations for Molecular and Phylogenetic Studies
Implements novel tools for estimating sample sizes needed for phylogenetic studies, including studi ...
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  
GWPR.light  
Geographically Weighted Panel Regression
Geographically weighted panel regression is grounded in a branch of spatial statistics. Using geogra ...
Download / Learn more Package Citations See dependency  
Qest  
Quantile-Based Estimator
Quantile-based estimators (Q-estimators) can be used to fit any parametric distribution, using its q ...
Download / Learn more Package Citations See dependency  
ino  
Initialization of Numerical Optimization
Analysis of the initialization for numerical optimization of real-valued functions, including likel ...
Download / Learn more Package Citations See dependency  

24,098

R Packages

207,311

Dependencies

65,069

Author Associations

24,099

Publication Badges

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