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: |
0.2.0 |
| 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 |
| Published: |
2022-05-09 |
| DOI: |
10.32614/CRAN.package.bolasso |
| Author: |
Daniel Molitor [aut, cre] |
| Maintainer: |
Daniel Molitor <molitdj97 at gmail.com> |
| License: |
MIT + file LICENSE |
| URL: |
https://www.dmolitor.com/bolasso/ |
| NeedsCompilation: |
no |
| Materials: |
README NEWS |
| CRAN checks: |
bolasso results |
Documentation:
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