CRAN/E | gamsel

gamsel

Fit Regularization Path for Generalized Additive Models

Installation

About

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.

arxiv.org/abs/1506.03850

Key Metrics

Version 1.8-2
R ≥ 3.6
Published 2022-02-04 822 days ago
Needs compilation? yes
License GPL-2
CRAN checks gamsel results

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Maintainer

Maintainer

Trevor Hastie

hastie@stanford.edu

Authors

Alexandra Chouldechova

aut

Trevor Hastie

aut / cre

Balasubramanian Narasimhan

ctb

Vitalie Spinu

ctb

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

gamsel archive

Depends

R ≥ 3.6

Imports

foreach
mda
splines