L1 Regularization Path for Generalized Linear Models and Cox Proportional Hazards Model
Generates a set of bootstrap coefficients for glmpath or coxpath
Fits the entire L1 regularization path for Cox proportional hazards mo...
Computes cross-validated (minus) log-partial-likelihoods for coxpath
Computes cross-validated (minus) log-likelihoods or prediction errors ...
Internal glmpath functions
Fits the entire L1 regularization path for generalized linear models
Generates the histograms or the pairwise scatter plots of the bootstra...
Plots the regularization path computed from coxpath
Plots the regularization path computed from glmpath
Makes predictions at particular points along the fitted coxpath
Makes predictions at particular points along the fitted glmpath
Produces an anova-type summary for a coxpath object
Produces an anova-type summary for a glmpath object
A path-following algorithm for L1 regularized generalized linear models and Cox proportional hazards model.