Package: ncvreg Title: Regularization Paths for SCAD and MCP Penalized Regression Models Version: 3.16.0.7 Authors@R: c( person("Patrick", "Breheny", role=c("aut","cre"), email="patrick-breheny@uiowa.edu", comment=c(ORCID="0000-0002-0650-1119")), person("Ryan", "Miller", role='aut', comment=c(ORCID="0000-0003-0446-9992")), person("Logan", "Harris", role='aut', comment=c(ORCID="0000-0001-8562-9534"))) Description: 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) or visit the ncvreg homepage . License: GPL-3 URL: https://pbreheny.github.io/ncvreg/, https://github.com/pbreheny/ncvreg BugReports: https://github.com/pbreheny/ncvreg/issues Depends: R (>= 4.1) Suggests: ashr, knitr, parallel, rmarkdown, survival, tinytest LazyData: true VignetteBuilder: knitr Encoding: UTF-8 Roxygen: list(markdown = TRUE) Config/roxygen2/version: 8.0.0 Repository: https://pbreheny.r-universe.dev Date/Publication: 2026-07-07 15:20:44 UTC RemoteUrl: https://github.com/pbreheny/ncvreg RemoteRef: HEAD RemoteSha: c4cfbe3ae3e4f39a7e4092217c11dce37b25a685 NeedsCompilation: yes Packaged: 2026-07-07 17:20:15 UTC; root Author: Patrick Breheny [aut, cre] (ORCID: ), Ryan Miller [aut] (ORCID: ), Logan Harris [aut] (ORCID: ) Maintainer: Patrick Breheny