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) <doi:10.48550/arXiv.1605.07072>.

Version:	0.3.13
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 (≥ 1.5), MASS, clime, glmnet, network, cluster, testthat, knitr, rmarkdown
Published:	2026-03-29
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

Documentation:

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

Downloads:

Package source:	pulsar_0.3.13.tar.gz
Windows binaries:	r-devel: pulsar_0.3.13.zip, r-release: pulsar_0.3.13.zip, r-oldrel: pulsar_0.3.13.zip
macOS binaries:	r-release (arm64): pulsar_0.3.13.tgz, r-oldrel (arm64): pulsar_0.3.13.tgz, r-release (x86_64): pulsar_0.3.13.tgz, r-oldrel (x86_64): pulsar_0.3.13.tgz
Old sources:	pulsar archive

Reverse dependencies:

Reverse imports:

SpiecEasi

Linking:

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