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ncvreg

Regularization Paths for SCAD and MCP Penalized Regression Models

v3.16.0 · Nov 5, 2025 · GPL-3

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) <doi:10.1214/10-AOAS388> or visit the ncvreg homepage <https://pbreheny.github.io/ncvreg/>.

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14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (38)

suggests

Dependency Network

Dependencies Reverse dependencies HIMA TSMCP biglasso glmvsd mombf AteMeVs HCTR L2E MVOPR PDMIF PartialTL RCTS S3VS SIS SMAHP +23 more reverse deps ncvreg

Version History

new 3.16.0 Mar 10, 2026
updated 3.16.0 ← 3.15.0 diff Nov 5, 2025
updated 3.15.0 ← 3.14.3 diff Feb 11, 2025
updated 3.14.3 ← 3.14.2 diff Sep 1, 2024
updated 3.14.2 ← 3.14.1 diff Apr 19, 2024
updated 3.14.1 ← 3.13.0 diff Apr 24, 2023
updated 3.13.0 ← 3.12.0 diff Mar 29, 2021
updated 3.12.0 ← 3.11.2 diff Jul 8, 2020
updated 3.11.2 ← 3.11-1 diff Feb 12, 2020
updated 3.11-1 ← 3.11-0 diff Feb 25, 2019
updated 3.11-0 ← 3.10-0 diff Sep 12, 2018
updated 3.10-0 ← 3.9-1 diff Apr 17, 2018
updated 3.9-1 ← 3.9-0 diff Apr 26, 2017
updated 3.9-0 ← 3.8-0 diff Mar 15, 2017
updated 3.8-0 ← 3.7-1 diff Jan 5, 2017
updated 3.7-1 ← 3.7-0 diff Dec 22, 2016
updated 3.7-0 ← 3.6-0 diff Dec 12, 2016
updated 3.6-0 ← 3.5-2 diff Jun 12, 2016
updated 3.5-2 ← 3.5-1 diff Apr 8, 2016
updated 3.5-1 ← 3.5-0 diff Feb 6, 2016