Package: hglasso 1.3

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.

Authors:Kean Ming Tan

hglasso_1.3.tar.gz
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hglasso_1.3.tgz(r-4.4-emscripten)hglasso_1.3.tgz(r-4.3-emscripten)
hglasso.pdf |hglasso.html✨
hglasso/json (API)

# Install 'hglasso' in R:
install.packages('hglasso', repos = c('https://keanmingtan.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.07 score 1 stars 1 packages 39 scripts 209 downloads 15 exports 19 dependencies

Last updated 3 years agofrom:da7e8d5f00. Checks:OK: 5 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 01 2024
R-4.5-winNOTENov 01 2024
R-4.5-linuxNOTENov 01 2024
R-4.4-winOKNov 01 2024
R-4.4-macOKNov 01 2024
R-4.3-winOKNov 01 2024
R-4.3-macOKNov 01 2024

Exports:binaryMCMChbnhcovhglassohglassoBICHubNetworkimage.hbnimage.hcovimage.hglassoplot.hbnplot.hcovplot.hglassosummary.hbnsummary.hcovsummary.hglasso

Dependencies:clicpp11dotCall64fieldsglassoglueigraphlatticelifecyclemagrittrmapsMatrixmvtnormpkgconfigRcpprlangspamvctrsviridisLite