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

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

Author
Mee Young Park, Trevor Hastie
Date of publication
2013-02-06 08:19:53
Maintainer
Mee Young Park <meeyoung@google.com>
License
GPL (>= 2)
Version
0.97

View on CRAN

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

Files in this package

glmpath
glmpath/MD5
glmpath/data
glmpath/data/lung.data.RData
glmpath/data/heart.data.RData
glmpath/DESCRIPTION
glmpath/NAMESPACE
glmpath/R
glmpath/R/glmpath.97.R
glmpath/R/coxpath.97.R
glmpath/src
glmpath/src/solve_coxpath.c
glmpath/src/asa_cg.h
glmpath/src/asa_user.h
glmpath/src/asa_cg.c
glmpath/src/solve_glmpath.c
glmpath/man
glmpath/man/plot.coxpath.Rd
glmpath/man/bootstrap.path.Rd
glmpath/man/plot.bootpath.Rd
glmpath/man/heart.data.Rd
glmpath/man/glmpath-internal.Rd
glmpath/man/glmpath.Rd
glmpath/man/predict.coxpath.Rd
glmpath/man/summary.glmpath.Rd
glmpath/man/predict.glmpath.Rd
glmpath/man/lung.data.Rd
glmpath/man/cv.coxpath.Rd
glmpath/man/summary.coxpath.Rd
glmpath/man/coxpath.Rd
glmpath/man/cv.glmpath.Rd
glmpath/man/plot.glmpath.Rd