Other packages > Find by keyword >

gamlr  

Gamma Lasso Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("gamlr", "1.13-8")



Attach the package and use:
library("gamlr")
Maintained by
Matt Taddy
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-03-26
Latest Update: 2023-04-16
Description:
The gamma lasso algorithm provides regularization paths corresponding to a range of non-convex cost functions between L0 and L1 norms. As much as possible, usage for this package is analogous to that for the glmnet package (which does the same thing for penalization between L1 and L2 norms). For details see: Taddy (2017 JCGS), 'One-Step Estimator Paths for Concave Regularization', .
How to cite:
Matt Taddy (2013). gamlr: Gamma Lasso Regression. R package version 1.13-8, https://cran.r-project.org/web/packages/gamlr. Accessed 12 Jun. 2026.
Previous versions and publish date:
0.1 (2013-03-26 12:16), 1.0 (2013-07-11 07:25), 1.11-1 (2013-11-04 01:04), 1.11-2 (2014-01-30 23:58), 1.11-3 (2014-04-07 07:46), 1.11 (2013-11-01 17:35), 1.12-1 (2014-10-01 07:24), 1.12 (2014-09-16 02:08), 1.13-1 (2015-04-14 07:42), 1.13-2 (2015-08-19 00:19), 1.13-3 (2015-08-26 08:39), 1.13-4 (2018-02-11 21:41), 1.13-5 (2018-05-13 20:23), 1.13-6 (2020-06-08 23:50), 1.13-7 (2021-05-07 08:30), 1.13-8 (2023-04-16 19:50), 1.13 (2015-04-02 00:42)
Other packages that cited gamlr R package
View gamlr citation profile
Other R packages that gamlr depends, imports, suggests or enhances
Complete documentation for gamlr
Functions, R codes and Examples using the gamlr R package
Some associated functions: AICc . cv.gamlr . doubleML . gamlr . hockey . naref . 
Some associated R codes: AICc.R . cv.gamlr.R . doubleML.R . gamlr.R . naref.R .  Full gamlr package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

tablerDash  
'Tabler' API for 'Shiny'
'R' interface to the 'Tabler' HTML template. See more here < ...
Download / Learn more Package Citations See dependency  
piwikproR  
Access 'Piwik Pro' Website Statistics
Run Queries against the API of 'Piwik Pro' ...
Download / Learn more Package Citations See dependency  
MEDITS  
Analysis of MEDITS-Like Survey Data
Set of functions working with survey data in the format of the MEDITS project ...
Download / Learn more Package Citations See dependency  
bfp  
Bayesian Fractional Polynomials
Implements the Bayesian paradigm for fractional polynomial models under the assumption of normally ...
Download / Learn more Package Citations See dependency  
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  

27,372

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

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