ADMMsigma: 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) <doi:10.1561/2200000016> for details regarding the estimation method.

Version: 2.0
Depends: Rcpp (≥ 0.12.10), RcppProgress (≥ 0.1), doParallel
Imports: stats, parallel, foreach, ggplot2, dplyr
LinkingTo: Rcpp, RcppArmadillo, RcppProgress
Suggests: testthat
Published: 2018-05-31
Author: Matt Galloway [aut, cre]
Maintainer: Matt Galloway <gall0441 at umn.edu>
BugReports: https://github.com/MGallow/ADMMsigma/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/MGallow/ADMMsigma
NeedsCompilation: yes
SystemRequirements: GNU make
CRAN checks: ADMMsigma results

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Reference manual: ADMMsigma.pdf
Package source: ADMMsigma_2.0.tar.gz
Windows binaries: r-devel: ADMMsigma_2.0.zip, r-release: ADMMsigma_2.0.zip, r-oldrel: ADMMsigma_2.0.zip
OS X binaries: r-release: ADMMsigma_2.0.tgz, r-oldrel: ADMMsigma_2.0.tgz
Old sources: ADMMsigma archive

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