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 01 Sep. 2026.
Previous versions and publish date:
(2026-07-09 07:41), 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

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  
rddensity  
Manipulation Testing Based on Density Discontinuity
Density discontinuity testing (a.k.a. manipulation testing) is commonly employed in regression disco ...
Download / Learn more Package Citations See dependency  
FGLMtrunc  
Truncated Functional Generalized Linear Models
An implementation of the methodologies described in Xi Liu, Afshin A. Divani, and Alexander Petersen ...
Download / Learn more Package Citations See dependency  
arrApply  
Apply a Function to a Margin of an Array
High performance variant of apply() for a fixed set of functions. Considerable speedup of this impl ...
Download / Learn more Package Citations See dependency  
KSgeneral  
Computing P-Values of the One-Sample K-S Test and the Two-Sample K-S and Kuiper Tests for (Dis)Continuous Null Distribution
Computes a p-value of the one-sample two-sided (or one-sided, as a special case) Kolmogorov-Smirnov ...
Download / Learn more Package Citations See dependency  

28,437

R Packages

239,283

Dependencies

75,283

Author Associations

28,438

Publication Badges

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