Package: ncvreg 3.16.0.5

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. For more information, see Breheny and Huang (2011) <doi:10.1214/10-AOAS388> or visit the ncvreg homepage <https://pbreheny.github.io/ncvreg/>.

Authors:Patrick Breheny [aut, cre], Ryan Miller [aut], Logan Harris [aut]

ncvreg_3.16.0.5.tar.gz
ncvreg_3.16.0.5.zip(r-4.7)ncvreg_3.16.0.5.zip(r-4.6)ncvreg_3.16.0.5.zip(r-4.5)
ncvreg_3.16.0.5.tgz(r-4.6-x86_64)ncvreg_3.16.0.5.tgz(r-4.6-arm64)ncvreg_3.16.0.5.tgz(r-4.5-x86_64)ncvreg_3.16.0.5.tgz(r-4.5-arm64)
ncvreg_3.16.0.5.tar.gz(r-4.7-arm64)ncvreg_3.16.0.5.tar.gz(r-4.7-x86_64)ncvreg_3.16.0.5.tar.gz(r-4.6-arm64)ncvreg_3.16.0.5.tar.gz(r-4.6-x86_64)
ncvreg_3.16.0.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
ncvreg/json (API)
NEWS

# Install 'ncvreg' in R:
install.packages('ncvreg', repos = c('https://pbreheny.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/pbreheny/ncvreg/issues

Pkgdown/docs site:https://pbreheny.github.io

Datasets:
  • Heart - Risk factors associated with heart disease
  • Lung - VA lung cancer data set
  • prostate - Factors associated with prostate specific antigen
  • Prostate - Factors associated with prostate specific antigen

On CRAN:

Conda:

12.41 score 44 stars 46 packages 627 scripts 7.4k downloads 18 mentions 13 exports 0 dependencies

Last updated from:129877215f. Checks:13 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK126
linux-devel-x86_64OK122
source / vignettesOK173
linux-release-arm64OK125
linux-release-x86_64OK118
macos-release-arm64OK111
macos-release-x86_64OK298
macos-oldrel-arm64OK107
macos-oldrel-x86_64OK259
windows-develOK92
windows-releaseOK179
windows-oldrelOK94
wasm-releaseOK99

Exports:assign_foldAUCcv.ncvregcv.ncvsurvintervalslocal_mfdrmfdrncvfitncvregncvsurvperm.ncvregpermresstd

Dependencies:

Getting started with ncvreg

Patrick Breheny

Rendered fromncvreg.rmdusingknitr::rmarkdownon Jun 09 2026.

Last update: 2025-07-24
Started: 2025-07-24