pulsar: Parallel Utilities for Lambda Selection along a Regularization Path (original) (raw)
Model selection for penalized graphical models using the Stability Approach to Regularization Selection ('StARS'), with options for speed-ups including Bounded StARS (B-StARS), batch computing, and other stability metrics (e.g., graphlet stability G-StARS). Christian L. Müller, Richard Bonneau, Zachary Kurtz (2016) <doi:10.48550/arXiv.1605.07072>.
| Version: | 0.3.11 |
|---|---|
| Depends: | R (≥ 3.2.0) |
| Imports: | methods, parallel, graphics, stats, utils, tools, Matrix (≥ 1.5) |
| Suggests: | batchtools (≥ 0.9.10), fs (≥ 1.2.2), checkmate (≥ 1.8.5), orca, huge, MASS, clime, glmnet, network, cluster, testthat, knitr, rmarkdown |
| Published: | 2023-09-24 |
| DOI: | 10.32614/CRAN.package.pulsar |
| Author: | Zachary Kurtz [aut, cre], Christian Müller [aut, ctb] |
| Maintainer: | Zachary Kurtz |
| BugReports: | https://github.com/zdk123/pulsar/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/zdk123/pulsar, https://arxiv.org/abs/1605.07072 |
| NeedsCompilation: | no |
| Citation: | pulsar citation info |
| Materials: | README, |
| CRAN checks: | pulsar results |
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