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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 <zdkurtz at gmail.com> |
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 NEWS |
CRAN checks: | pulsar results |
Reference manual: | pulsar.pdf |
Vignettes: |
Other selection criteria with pulsar Graphical model selection with pulsar |
Package source: | pulsar_0.3.11.tar.gz |
Windows binaries: | r-devel: pulsar_0.3.11.zip, r-release: pulsar_0.3.11.zip, r-oldrel: pulsar_0.3.11.zip |
macOS binaries: | r-release (arm64): pulsar_0.3.11.tgz, r-oldrel (arm64): pulsar_0.3.11.tgz, r-release (x86_64): pulsar_0.3.11.tgz, r-oldrel (x86_64): pulsar_0.3.11.tgz |
Old sources: | pulsar archive |
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