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Group-Adaptive Elastic Net Penalised Generalised Linear Models

Installation

About

Fit linear and logistic regression models penalised with group-adaptive elastic net penalties. The group penalties correspond to groups of covariates defined by a co-data group set. The method accommodates inclusion of unpenalised covariates and overlapping groups. See Van Nee et al. (2021) .

arxiv.org/abs/2101.03875

Key Metrics

Version 1.1-1
R ≥ 3.5.0
Published 2022-05-13 724 days ago
Needs compilation? no
License GPL (≥ 3)
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Maintainer

Maintainer

Mirrelijn M. van Nee

m.vannee@amsterdamumc.nl

Authors

Mirrelijn M. van Nee

aut / cre

Tim van de Brug

aut

Mark A. van de Wiel

aut

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

squeezy archive

Depends

R ≥ 3.5.0

Imports

glmnet
stats
Matrix
multiridge ≥ 1.5
mvtnorm

Suggests

ggplot2
ecpc