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
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:

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