gamsel: Fit Regularization Path for Generalized Additive Models
Version 1.7-3

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.

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AuthorAlexandra Chouldechova and Trevor Hastie
Date of publication2015-06-19 08:45:13
MaintainerTrevor Hastie <hastie@stanford.edu>
LicenseGPL-2
Version1.7-3
URL http://arxiv.org/abs/1506.03850
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("gamsel")

Man pages

basis.gen: Generate pseudo-spline bases
cv.gamsel: Cross-validation Routine for Gamsel
gamsel: Fit Regularization Path for Gaussian or Binomial Generalized...
gamsel-internal: Internal gamsel functions
gamsel-package: gamsel
getActive: Returns active variables
plot.cv.gamsel: Plotting Routine for Gamsel Cross-Validation Object
plot.gamsel: Plotting Routine 'gamsel' Object
predict.gamsel: Gamsel Prediction Routine
print.gamsel: print a gamsel object
summary.gamsel: Gamsel summary routine

Functions

basis.gen Man page
basis.subset Man page Source code
cv.gamsel Man page Source code
df.inv Man page Source code
error.bars Man page Source code
fracdev Man page Source code
gamsel Man page Man page Source code
gamsel-package Man page
gendata Man page Source code
getActive Man page Source code
getmin Man page Man page Source code
mspline Man page Source code
mypoly Source code
norm2 Man page Source code
onAttach Source code
plot.cv.gamsel Man page Source code
plot.gamsel Man page Source code
poly Man page
predict.gamsel Man page Source code
print.gamsel Man page Source code
pseudo.bases Man page Source code
summary.gamsel Man page Source code
summarynz Man page Source code
summaryplot Man page Source code

Files

src
src/gamsel.h
src/gamsel.c
NAMESPACE
R
R/basis.gen.R
R/poly.R
R/error.bars.R
R/gendata.R
R/fracdev.R
R/norm2.R
R/print.gamsel.R
R/plot.cv.gamsel.R
R/summary.gamsel.R
R/onAttach.R
R/mspline.R
R/df.inv.R
R/summaryplot.R
R/cv.gamsel.R
R/getActive.R
R/pseudo.bases.R
R/plot.gamsel.R
R/gamsel.R
R/predict.gamsel.R
R/basis.subset.R
R/summarynz.R
R/getmin.R
MD5
DESCRIPTION
man
man/plot.gamsel.Rd
man/summary.gamsel.Rd
man/plot.cv.gamsel.Rd
man/gamsel.Rd
man/predict.gamsel.Rd
man/getActive.Rd
man/gamsel-internal.Rd
man/gamsel-package.Rd
man/basis.gen.Rd
man/print.gamsel.Rd
man/cv.gamsel.Rd
gamsel documentation built on May 19, 2017, 10:17 a.m.