Other packages > Find by keyword >

l0ara  

Sparse Generalized Linear Model with L0 Approximation for Feature Selection
View on CRAN: Click here


Download and install l0ara package within the R console
Install from CRAN:
install.packages("l0ara")

Install from Github:
library("remotes")
install_github("cran/l0ara")

Install by package version:
library("remotes")
install_version("l0ara", "0.1.6")



Attach the package and use:
library("l0ara")
Maintained by
Wenchuan Guo
[Scholar Profile | Author Map]
First Published: 2016-07-27
Latest Update: 2020-02-06
Description:
An efficient procedure for feature selection for generalized linear models with L0 penalty, including linear, logistic, Poisson, gamma, inverse Gaussian regression. Adaptive ridge algorithms are used to fit the models.
How to cite:
Wenchuan Guo (2016). l0ara: Sparse Generalized Linear Model with L0 Approximation for Feature Selection. R package version 0.1.6, https://cran.r-project.org/web/packages/l0ara. Accessed 12 May. 2025.
Previous versions and publish date:
0.1.2 (2016-07-27 03:45), 0.1.3 (2016-08-05 11:53), 0.1.5 (2017-07-24 05:09)
Other packages that cited l0ara R package
View l0ara citation profile
Other R packages that l0ara depends, imports, suggests or enhances
Complete documentation for l0ara
Functions, R codes and Examples using the l0ara R package
Some associated functions: coef.cv.l0ara . coef.l0ara . cv.l0ara . l0ara . plot.cv.l0ara . plot.l0ara . predict.l0ara . print.cv.l0ara . print.l0ara . 
Some associated R codes: RcppExports.R . cv.l0ara.R . l0ara.R . summary.R .  Full l0ara package functions and examples
Downloads during the last 30 days
04/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/0405/0505/0605/0705/0805/09Downloads for l0ara024681012141618TrendBars

Today's Hot Picks in Authors and Packages

errorist  
Automatically Search Errors or Warnings
Provides environment hooks that obtain errors and warnings which occur during the execution of code ...
Download / Learn more Package Citations See dependency  
sGMRFmix  
Sparse Gaussian Markov Random Field Mixtures for Anomaly Detection
An implementation of sparse Gaussian Markov random field mixtures presented by Ide et al. (2016) ...
Download / Learn more Package Citations See dependency  
epinet  
Epidemic/Network-Related Tools
A collection of epidemic/network-related tools. Simulates transmission of diseases through contact n ...
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  
MDFS  
MultiDimensional Feature Selection
Functions for MultiDimensional Feature Selection (MDFS): calculating multidimensional information g ...
Download / Learn more Package Citations See dependency  
LatticeKrig  
Multi-Resolution Kriging Based on Markov Random Fields
Methods for the interpolation of large spatial datasets. This package follows a "fixed rank Kriging ...
Download / Learn more Package Citations See dependency  

24,223

R Packages

207,311

Dependencies

65,402

Author Associations

24,224

Publication Badges

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