bolasso: Model Consistent Lasso Estimation Through the Bootstrap
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>.
| Version: | 0.4.0 |
| Depends: | Matrix (≥ 1.0-6), R (≥ 4.1.0) |
| Imports: | future.apply (≥ 1.1.0),gamlr (≥ 1.0),generics,ggplot2,glmnet (≥ 3.0),progressr, stats,tibble |
| Suggests: | testthat (≥ 3.0.0),mlbench,covr |
| Published: | 2025-10-14 |
| DOI: | 10.32614/CRAN.package.bolasso |
| Author: | Daniel Molitor [aut, cre] |
| Maintainer: | Daniel Molitor <molitdj97 at gmail.com> |
| BugReports: | https://github.com/dmolitor/bolasso/issues |
| License: | MIT + fileLICENSE |
| URL: | https://www.dmolitor.com/bolasso/,https://github.com/dmolitor/bolasso |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| CRAN checks: | bolasso results |
Documentation:
Downloads:
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=bolassoto link to this page.