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CVglasso  

Lasso Penalized Precision Matrix Estimation
View on CRAN: Click here


Download and install CVglasso package within the R console
Install from CRAN:
install.packages("CVglasso")

Install from Github:
library("remotes")
install_github("cran/CVglasso")

Install by package version:
library("remotes")
install_version("CVglasso", "1.0")



Attach the package and use:
library("CVglasso")
Maintained by
Matt Galloway
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-06-04
Latest Update: 2018-06-04
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.
How to cite:
Matt Galloway (2018). CVglasso: Lasso Penalized Precision Matrix Estimation. R package version 1.0, https://cran.r-project.org/web/packages/CVglasso. Accessed 02 Feb. 2025.
Previous versions and publish date:
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Other packages that cited CVglasso R package
View CVglasso citation profile
Other R packages that CVglasso depends, imports, suggests or enhances
Complete documentation for CVglasso
Functions, R codes and Examples using the CVglasso R package
Some associated functions: CV . CVP . CVglasso . plot.CVglasso . print.CVglasso . 
Some associated R codes: CV.R . CVP.R . glasso.R . misc.R .  Full CVglasso package functions and examples
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