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:
hglasso_1.3.tar.gz
hglasso_1.3.zip(r-4.5)hglasso_1.3.zip(r-4.4)hglasso_1.3.zip(r-4.3)
hglasso_1.3.tgz(r-4.4-any)hglasso_1.3.tgz(r-4.3-any)
hglasso_1.3.tar.gz(r-4.5-noble)hglasso_1.3.tar.gz(r-4.4-noble)
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')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:da7e8d5f00. Checks:OK: 5 NOTE: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 02 2024 |
| R-4.5-win | NOTE | Sep 02 2024 |
| R-4.5-linux | NOTE | Sep 02 2024 |
| R-4.4-win | OK | Sep 02 2024 |
| R-4.4-mac | OK | Sep 02 2024 |
| R-4.3-win | OK | Sep 02 2024 |
| R-4.3-mac | OK | Sep 02 2024 |
Exports:binaryMCMChbnhcovhglassohglassoBICHubNetworkimage.hbnimage.hcovimage.hglassoplot.hbnplot.hcovplot.hglassosummary.hbnsummary.hcovsummary.hglasso
Dependencies:clicpp11dotCall64fieldsglassoglueigraphlatticelifecyclemagrittrmapsMatrixmvtnormpkgconfigRcpprlangspamvctrsviridisLite
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fit the hub graphical lasso, hub covariance graph, and hub binary network | hglasso-package |
| Generate samples using Gibbs sampling for binary network specified by the parameter Theta | binaryMCMC |
| Hub binary network | hbn |
| Hub covariance graph | hcov |
| Hub graphical lasso | hglasso |
| BIC-type criterion for 'hglasso' | hglassoBIC |
| Hub network generation | HubNetwork |
| Image plot of an object of class 'hglasso', 'hcov', or 'hbn' | image.hbn image.hcov image.hglasso |
| Plot an object of class 'hglasso', 'hcov', or 'hbn' | plot.hbn plot.hcov plot.hglasso |
| Plot an object of class 'hglasso', 'hcov', or 'hbn' | summary.hbn summary.hcov summary.hglasso |
