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

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

## Documentation for package ‘glmpath’ version 0.98

- DESCRIPTION file

## Help Pages

bootstrap.path | Generates a set of bootstrap coefficients for 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