CRAN/E | ADMMsigma

ADMMsigma

Penalized Precision Matrix Estimation via ADMM

Installation

About

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.

github.com/MGallow/ADMMsigma
System requirements GNU make
Bug report File report

Key Metrics

Version 2.1
Published 2018-08-02 1881 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks ADMMsigma results

Downloads

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Maintainer

Maintainer

Matt Galloway

gall0441@umn.edu

Authors

Matt Galloway

aut / cre

Material

NEWS
Reference manual
Package source

Vignettes

Precision Matrix Estimation via ADMM
Simulations
ADMMsigma Tutorial

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

ADMMsigma archive

Depends

Rcpp ≥ 0.12.10
RcppProgress ≥ 0.1
doParallel

Imports

stats
parallel
foreach
ggplot2
dplyr

Suggests

testthat
knitr
rmarkdown
microbenchmark
pkgdown

LinkingTo

Rcpp
RcppArmadillo
RcppProgress