ncvreg: Regularization Paths for SCAD and MCP Penalized Regression Models

Fits regularization paths for linear regression, GLM, and Cox regression models using lasso or nonconvex penalties, in particular the minimax concave penalty (MCP) and smoothly clipped absolute deviation (SCAD) penalty, with options for additional L2 penalties (the "elastic net" idea). Utilities for carrying out cross-validation as well as post-fitting visualization, summarization, inference, and prediction are also provided.

Package details

AuthorPatrick Breheny [aut, cre] (<https://orcid.org/0000-0002-0650-1119>)
MaintainerPatrick Breheny <[email protected]>
LicenseGPL-3
Version3.11.2
URL http://pbreheny.github.io/ncvreg https://github.com/pbreheny/ncvreg
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("ncvreg")

Try the ncvreg package in your browser

Any scripts or data that you put into this service are public.

ncvreg documentation built on Feb. 13, 2020, 5:07 p.m.