Other packages > Find by keyword >

gamsel  

Fit Regularization Path for Generalized Additive Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("gamsel", "1.8-5")



Attach the package and use:
library("gamsel")
Maintained by
Trevor Hastie
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-06-19
Latest Update: 2024-09-24
Description:
Using overlap grouped-lasso penalties, 'gamsel' selects whether a term in a 'gam' is nonzero, linear, or a non-linear spline (up to a specified max df per variable). It fits the entire regularization path on a grid of values for the overall penalty lambda, both for gaussian and binomial families.
How to cite:
Trevor Hastie (2015). gamsel: Fit Regularization Path for Generalized Additive Models. R package version 1.8-5, https://cran.r-project.org/web/packages/gamsel. Accessed 05 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:41), 1.7-3 (2015-06-19 08:45), 1.8-0 (2017-07-28 11:20), 1.8-1 (2018-04-01 05:23), 1.8-2 (2022-02-04 14:50), 1.8-3 (2024-06-26 00:20), 1.8-4 (2024-07-19 00:20)
Other packages that cited gamsel R package
View gamsel citation profile
Other R packages that gamsel depends, imports, suggests or enhances
Complete documentation for gamsel
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

dcov  
A Fast Implementation of Distance Covariance
Efficient methods for computing distance covariance and relevant statistics. See Sz ...
Download / Learn more Package Citations See dependency  
dhReg  
Dynamic Harmonic Regression
Building and forecasting time series data with multiple seasonality using Dynamic Harmonic Regressio ...
Download / Learn more Package Citations See dependency  
kernelPSI  
Post-Selection Inference for Nonlinear Variable Selection
Different post-selection inference strategies for kernelselection as described in kernelPSI a Post-S ...
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  
noisyr  
Noise Quantification in High Throughput Sequencing Output
Quantifies and removes technical noise from high-throughput sequencing data. Two approaches are use ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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