CRAN/E | bolasso

bolasso

Model Consistent Lasso Estimation Through the Bootstrap

Installation

About

Implements the bolasso algorithm for consistent variable selection and estimation accuracy. Includes support for many parallel backends via the future package. For details see: Bach (2008), 'Bolasso: model consistent Lasso estimation through the bootstrap', .

www.dmolitor.com/bolasso/

Key Metrics

Version 0.2.0
R ≥ 3.6.0
Published 2022-05-09 715 days ago
Needs compilation? no
License MIT
License File
CRAN checks bolasso results

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Maintainer

Maintainer

Daniel Molitor

molitdj97@gmail.com

Authors

Daniel Molitor

aut / cre

Material

README
NEWS
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

bolasso archive

Depends

Matrix ≥ 1.0-6
R ≥ 3.6.0

Imports

future.apply ≥ 1.1.0
gamlr ≥ 1.0
ggplot2
glmnet ≥3.0
progressr
Rdpack
stats
tibble

Suggests

testthat ≥ 3.0.0
mlbench
covr