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bolasso

Model Consistent Lasso Estimation Through the Bootstrap

v0.5.0 · Mar 19, 2026 · MIT + file LICENSE

Description

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', <doi:10.48550/arXiv.0804.1302>.

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CRAN Check Status

14 OK
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Flavor Status
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

Dependency Network

Dependencies Reverse dependencies Matrix future.apply gamlr generics ggplot2 glmnet progressr tibble bolasso

Version History

updated 0.5.0 ← 0.4.0 diff Mar 19, 2026
new 0.4.0 Mar 10, 2026
updated 0.4.0 ← 0.3.0 diff Oct 13, 2025
updated 0.3.0 ← 0.2.0 diff Dec 7, 2024
updated 0.2.0 ← 0.1.0 diff May 8, 2022
new 0.1.0 Jan 3, 2022