glmpath: L1 Regularization Path for Generalized Linear Models and Cox Proportional Hazards Model
Version 0.97

A path-following algorithm for L1 regularized generalized linear models and Cox proportional hazards model

AuthorMee Young Park, Trevor Hastie
Date of publication2013-02-06 08:19:53
MaintainerMee Young Park <meeyoung@google.com>
LicenseGPL (>= 2)
Version0.97
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("glmpath")

Popular man pages

bootstrap.path: Generates a set of bootstrap coefficients for glmpath or...
coxpath: Fits the entire L1 regularization path for Cox proportional...
cv.glmpath: Computes cross-validated (minus) log-likelihoods or...
heart.data: Dataset for glmpath
plot.glmpath: Plots the regularization path computed from glmpath
predict.coxpath: Makes predictions at particular points along the fitted...
predict.glmpath: Makes predictions at particular points along the fitted...
See all...

All man pages Function index File listing

Man pages

bootstrap.path: Generates a set of bootstrap coefficients for glmpath or...
coxpath: Fits the entire L1 regularization path for Cox proportional...
cv.coxpath: Computes cross-validated (minus) log-partial-likelihoods for...
cv.glmpath: Computes cross-validated (minus) log-likelihoods or...
glmpath: Fits the entire L1 regularization path for generalized linear...
glmpath-internal: Internal glmpath functions
heart.data: Dataset for glmpath
lung.data: Dataset for coxpath
plot.bootpath: Generates the histograms or the pairwise scatter plots of the...
plot.coxpath: Plots the regularization path computed from coxpath
plot.glmpath: Plots the regularization path computed from glmpath
predict.coxpath: Makes predictions at particular points along the fitted...
predict.glmpath: Makes predictions at particular points along the fitted...
summary.coxpath: Produces an anova-type summary for a coxpath object
summary.glmpath: Produces an anova-type summary for a glmpath object

Functions

Files

MD5
data
data/lung.data.RData
data/heart.data.RData
DESCRIPTION
NAMESPACE
R
R/glmpath.97.R
R/coxpath.97.R
src
src/solve_coxpath.c
src/asa_cg.h
src/asa_user.h
src/asa_cg.c
src/solve_glmpath.c
man
man/plot.coxpath.Rd
man/bootstrap.path.Rd
man/plot.bootpath.Rd
man/heart.data.Rd
man/glmpath-internal.Rd
man/glmpath.Rd
man/predict.coxpath.Rd
man/summary.glmpath.Rd
man/predict.glmpath.Rd
man/lung.data.Rd
man/cv.coxpath.Rd
man/summary.coxpath.Rd
man/coxpath.Rd
man/cv.glmpath.Rd
man/plot.glmpath.Rd
glmpath documentation built on May 19, 2017, 11:13 a.m.

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