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) <arXiv:1605.07072>.
| Version: | 0.3.8 |
| Depends: | R (≥ 3.2.0) |
| Imports: | methods, parallel, graphics, stats, utils, tools, Matrix |
| Suggests: | batchtools (≥ 0.9.10), fs (≥ 1.2.2), checkmate (≥ 1.8.5), orca, huge, MASS, BigQuic, glmnet, network, cluster, testthat, knitr, rmarkdown |
| Published: | 2022-08-27 |
| Author: | Zachary Kurtz [aut, cre], Christian Müller [aut, ctb] |
| Maintainer: | Zachary Kurtz <zdkurtz at gmail.com> |
| BugReports: | https://github.com/zdk123/pulsar/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/zdk123/pulsar, https://arxiv.org/abs/1605.07072 |
| NeedsCompilation: | no |
| Citation: | pulsar citation info |
| Materials: | README NEWS |
| CRAN checks: | pulsar results |
| Reference manual: | pulsar.pdf |
| Vignettes: |
Other selection criteria with pulsar Graphical model selection with pulsar |
| Package source: | pulsar_0.3.8.tar.gz |
| Windows binaries: | r-devel: pulsar_0.3.8.zip, r-release: pulsar_0.3.8.zip, r-oldrel: pulsar_0.3.8.zip |
| macOS binaries: | r-release (arm64): pulsar_0.3.8.tgz, r-oldrel (arm64): pulsar_0.3.8.tgz, r-release (x86_64): pulsar_0.3.8.tgz, r-oldrel (x86_64): pulsar_0.3.8.tgz |
| Old sources: | pulsar archive |
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