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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", "1.8-2")



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: 2022-02-04
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 1.8-2, https://cran.r-project.org/web/packages/gamsel
Previous versions and publish date:
1.7-3 (2015-06-19 08:45), 1.8-0 (2017-07-28 11:20), 1.8-1 (2018-04-01 05:23)
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