glmpath0.98 package

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.

Maintainer: Mee Young Park License: GPL (>= 2) Last published: 2018-01-28