pulsar: Parallel Utilities for Lambda Selection along a Regularization Path

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: 0.3.10
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, clime, glmnet, network, cluster, testthat, knitr, rmarkdown
Published: 2023-01-26
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

Documentation:

Reference manual: pulsar.pdf
Vignettes: Other selection criteria with pulsar
Graphical model selection with pulsar

Downloads:

Package source: pulsar_0.3.10.tar.gz
Windows binaries: r-devel: pulsar_0.3.9.zip, r-release: pulsar_0.3.10.zip, r-oldrel: not available
macOS binaries: r-release (arm64): pulsar_0.3.10.tgz, r-oldrel (arm64): pulsar_0.3.10.tgz, r-release (x86_64): not available, r-oldrel (x86_64): not available
Old sources: pulsar archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=pulsar to link to this page.