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msaenet

Multi-Step Adaptive Estimation Methods for Sparse Regressions

v3.1.2 · May 10, 2024 · GPL (>= 3)
CRAN GitHub Mirror

Description

Multi-step adaptive elastic-net (MSAENet) algorithm for feature selection in high-dimensional regressions proposed in Xiao and Xu (2015) <DOI:10.1080/00949655.2015.1016944>, with support for multi-step adaptive MCP-net (MSAMNet) and multi-step adaptive SCAD-net (MSASNet) methods.

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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 (2)

imports

SIS

suggests

stackgbm

Dependency Network

Dependencies Reverse dependencies Matrix foreach glmnet mvtnorm ncvreg survival SIS stackgbm msaenet

Version History

new 3.1.2 Mar 10, 2026
updated 3.1.2 ← 3.1.1 diff May 10, 2024
updated 3.1.1 ← 3.1 diff Mar 3, 2024
updated 3.1 ← 3.0 diff May 16, 2019
updated 3.0 ← 2.9 diff Dec 13, 2018
updated 2.9 ← 2.8 diff May 13, 2018
updated 2.8 ← 2.7 diff Jan 4, 2018
updated 2.7 ← 2.6 diff Sep 24, 2017
updated 2.6 ← 2.5 diff Apr 23, 2017
updated 2.5 ← 2.4 diff Mar 24, 2017
updated 2.4 ← 2.3 diff Feb 17, 2017
updated 2.3 ← 2.2 diff Feb 9, 2017
updated 2.2 ← 2.1 diff Feb 1, 2017
updated 2.1 ← 2.0 diff Jan 15, 2017
updated 2.0 ← 1.1 diff Jan 4, 2017
updated 1.1 ← 1.0 diff Dec 28, 2016
new 1.0 Sep 19, 2016