gamsel: Fit Regularization Path for Generalized Additive Models

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.

Version: 1.7-3
Depends: mda, foreach
Published: 2015-06-19
Author: Alexandra Chouldechova and Trevor Hastie
Maintainer: Trevor Hastie <hastie at stanford.edu>
License: GPL-2
URL: http://arxiv.org/abs/1506.03850
NeedsCompilation: yes
CRAN checks: gamsel results

Downloads:

Reference manual: gamsel.pdf
Package source: gamsel_1.7-3.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
OS X El Capitan binaries: r-release: gamsel_1.7-3.tgz
OS X Mavericks binaries: r-oldrel: gamsel_1.7-3.tgz

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