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.html ,pulsar.pdf |
| Vignettes: | Other selection criteria with pulsar (source,R code) Graphical model selection with pulsar (source,R code) |
| 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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