A pathfollowing algorithm for L1 regularized generalized linear models and Cox proportional hazards model
Author  Mee Young Park, Trevor Hastie 
Date of publication  20130206 08:19:53 
Maintainer  Mee Young Park <meeyoung@google.com> 
License  GPL (>= 2) 
Version  0.97 
Package repository  View on CRAN 
Installation  Install the latest version of this package by entering the following in R:

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 crossvalidated (minus) logpartiallikelihoods for...  
cv.glmpath: Computes crossvalidated (minus) loglikelihoods or...  
glmpath: Fits the entire L1 regularization path for generalized linear...  
glmpathinternal: 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 anovatype summary for a coxpath object  
summary.glmpath: Produces an anovatype 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/glmpathinternal.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 
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