Penalized Precision Matrix Estimation via ADMM

Estimates a penalized precision matrix via the alternating direction method of multipliers (ADMM) algorithm. It currently supports a general elastic-net penalty that allows for both ridge and lasso-type penalties as special cases. This package is an alternative to the 'glasso' package. See Boyd et al (2010) for details regarding the estimation method.


Reference manual

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install.packages("ADMMsigma")

2.1 by Matt Galloway, 8 years ago


https://github.com/MGallow/ADMMsigma


Report a bug at https://github.com/MGallow/ADMMsigma/issues


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


Authors: Matt Galloway [aut, cre]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports stats, parallel, foreach, ggplot2, dplyr

Depends on Rcpp, RcppProgress, doParallel

Suggests testthat, knitr, rmarkdown, microbenchmark, pkgdown

Linking to Rcpp, RcppArmadillo, RcppProgress

System requirements: GNU make


See at CRAN