Package: CVglasso 1.0.1
CVglasso: Lasso Penalized Precision Matrix Estimation
Estimates a lasso penalized precision matrix via blockwise coordinate descent (BCD). This package is a simple wrapper around the popular 'glasso' package and extends and enhances its capabilities. These enhancements include built-in cross validation and visualizations. See Friedman et al. (2008) <doi:10.1093/biostatistics/kxm045> for details regarding the estimation method.
Authors:
CVglasso_1.0.1.tar.gz
CVglasso_1.0.1.zip(r-4.7)CVglasso_1.0.1.zip(r-4.6)CVglasso_1.0.1.zip(r-4.5)
CVglasso_1.0.1.tgz(r-4.6-any)CVglasso_1.0.1.tgz(r-4.5-any)
CVglasso_1.0.1.tar.gz(r-4.7-any)CVglasso_1.0.1.tar.gz(r-4.6-any)
CVglasso_1.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
CVglasso/json (API)
NEWS
| # Install 'CVglasso' in R: |
| install.packages('CVglasso', repos = c('https://jmcurran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jmcurran/cvglasso/issues
Last updated from:56986970c4. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 136 | ||
| source / vignettes | OK | 227 | ||
| linux-release-x86_64 | OK | 133 | ||
| macos-release-arm64 | OK | 94 | ||
| macos-oldrel-arm64 | OK | 100 | ||
| windows-devel | OK | 95 | ||
| windows-release | OK | 113 | ||
| windows-oldrel | OK | 102 | ||
| wasm-release | OK | 116 |
Exports:CVglasso
Dependencies:clicodetoolscpp11doParalleldplyrfarverforeachgenericsggplot2glassogluegtableisobanditeratorslabelinglifecyclemagrittrpillarpkgconfigR6RColorBrewerrlangS7scalestibbletidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Penalized precision matrix estimation | CVglasso |
| Plot CVglasso object | plot.CVglasso |
