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

Documentation for package ‘glmpath’ version 0.94

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