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) for details regarding the estimation method.


Reference manual

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install.packages("CVglasso")

1.0.1 by James Curran, 5 months ago


https://github.com/jmcurran/CVglasso


Report a bug at https://github.com/jmcurran/CVglasso/issues


Browse source code at https://github.com/cran/CVglasso


Authors: Matt Galloway [aut] , James Curran [aut, cre]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports doParallel, dplyr, foreach, ggplot2, glasso, parallel, stats

Suggests testthat, rmarkdown, knitr, pkgdown, microbenchmark


Imported by GGRidge, comparison.


See at CRAN