CRAN/E | msaenet

msaenet

Multi-Step Adaptive Estimation Methods for Sparse Regressions

Installation

About

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.

Citation msaenet citation info
nanx.me/msaenet/
github.com/nanxstats/msaenet
Bug report File report

Key Metrics

Version 3.1.1
R ≥ 3.0.2
Published 2024-03-04 65 days ago
Needs compilation? no
License GPL (≥ 3)
CRAN checks msaenet results

Downloads

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Last 365 days 4.504 -6%

Maintainer

Maintainer

Nan Xiao

me@nanx.me

Authors

Nan Xiao

aut / cre

Qing-Song Xu

aut

Material

README
NEWS
Reference manual
Package source

Vignettes

A Quick Introduction to msaenet

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

msaenet archive

Depends

R ≥ 3.0.2

Imports

glmnet
ncvreg ≥ 3.8-0
foreach
mvtnorm
survival
Matrix

Suggests

knitr
rmarkdown
doParallel