wrbrooks/SGL: Fit a GLM (or cox model) with a combination of lasso and group lasso regularization

Fit a regularized generalized linear model via penalized maximum likelihood. The model is fit for a path of values of the penalty parameter. Fits linear, logistic and Cox models.

Getting started

Package details

AuthorNoah Simon, Jerome Friedman, Trevor Hastie, and Rob Tibshirani, Wesley Brooks
MaintainerWesley Brooks <brooks.wesley@gmail.com>
LicenseGPL
Version1.1
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("wrbrooks/SGL")
wrbrooks/SGL documentation built on May 4, 2019, 10:57 a.m.