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ncvreg

by pbreheny/ncvreg

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Regularization paths for SCAD- and MCP-penalized regression models

Academic Research

GitHub version CRAN version downloads R-CMD-check codecov.io

Regularization paths for MCP and SCAD penalized regression models

ncvreg is an R package for fitting 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.

Installation

To install the latest release version from CRAN:

install.packages("ncvreg")

To install the latest development version from GitHub:

remotes::install_github("pbreheny/ncvreg")

Install

No configuration available
For more configuration details, refer to the content on the left

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