Lasso Penalized Precision Matrix Estimation
Description
Estimates a lasso penalized precision matrix via the blockwise coordinate descent (BCD). This package is a simple wrapper around the popular 'glasso' package that 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.