The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.

hglasso: Learning Graphical Models with Hubs

Implements the hub graphical lasso and hub covariance graph proposal by Tan, KM., London, P., Mohan, K., Lee, S-I., Fazel, M., and Witten, D. (2014). Learning graphical models with hubs. Journal of Machine Learning Research 15(Oct):3297-3331.

Version: 1.3
Depends: glasso, mvtnorm, igraph
Imports: fields
Published: 2022-05-13
DOI: 10.32614/CRAN.package.hglasso
Author: Kean Ming Tan
Maintainer: Kean Ming Tan <keanming at umich.edu>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: hglasso results

Documentation:

Reference manual: hglasso.pdf

Downloads:

Package source: hglasso_1.3.tar.gz
Windows binaries: r-devel: hglasso_1.3.zip, r-release: hglasso_1.3.zip, r-oldrel: hglasso_1.3.zip
macOS binaries: r-release (arm64): hglasso_1.3.tgz, r-oldrel (arm64): hglasso_1.3.tgz, r-release (x86_64): hglasso_1.3.tgz, r-oldrel (x86_64): hglasso_1.3.tgz
Old sources: hglasso archive

Reverse dependencies:

Reverse imports: DWLasso

Linking:

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

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.