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: 0.3.0 Depends: Matrix (≥ 1.0-6), R (≥ 3.6.0) 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: 2024-12-08 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 + file LICENSE 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 form https://CRAN.R-project.org/package=bolasso to link to this page.
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