CRAN/E | BrokenAdaptiveRidge

BrokenAdaptiveRidge

Broken Adaptive Ridge Regression with Cyclops

Installation

About

Approximates best-subset selection (L0) regression with an iteratively adaptive Ridge (L2) penalty for large-scale models. This package uses Cyclops for an efficient implementation and the iterative method is described in Kawaguchi et al (2020) doi:10.1002/sim.8438 and Li et al (2021) doi:10.1016/j.jspi.2020.12.001.

Citation BrokenAdaptiveRidge citation info

Key Metrics

Version 1.0.0
R ≥ 3.2.2
Published 2023-04-07 378 days ago
Needs compilation? no
License Apache License 2.0
CRAN checks BrokenAdaptiveRidge results

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Maintainer

Maintainer

Marc A. Suchard

msuchard@ucla.edu

Authors

Marc A. Suchard

aut / cre

Eric Kawaguchi

aut

Ning Li

aut

Gang Li

aut

Observational Health Data Sciences
Informatics

cph

Material

README
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 3.2.2
Cyclops ≥ 3.0.0

Imports

futile.logger
bit64

Suggests

testthat
survival
knitr
rmarkdown