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hglasso  

Learning Graphical Models with Hubs
View on CRAN: Click here


Download and install hglasso package within the R console
Install from CRAN:
install.packages("hglasso")

Install from Github:
library("remotes")
install_github("cran/hglasso")

Install by package version:
library("remotes")
install_version("hglasso", "1.3")



Attach the package and use:
library("hglasso")
Maintained by
Kean Ming Tan
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-03-29
Latest Update: 2025-09-01
Description:
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.
How to cite:
Kean Ming Tan (2014). hglasso: Learning Graphical Models with Hubs. R package version 1.3, https://cran.r-project.org/web/packages/hglasso. Accessed 09 Sep. 2026.
Previous versions and publish date:
(2026-07-09 07:47), 1.0 (2014-03-29 07:08), 1.1 (2014-05-05 07:16), 1.2 (2014-08-10 00:32), 1.3 (2022-05-13 10:20)
Other packages that cited hglasso R package
View hglasso citation profile
Other R packages that hglasso depends, imports, suggests or enhances
Complete documentation for hglasso
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