CRAN/E | robFitConGraph

robFitConGraph

Graph-Constrained Robust Covariance Estimation

Installation

About

Contains a function by the same name, which provides two types of robust t-M-estimators of scatter subject to zero-constraints in the inverse. The methodology is described in Vogel & Tyler (2014) doi:10.1093/biomet/asu041. See the robFitConGraph function documentation for further details. A tutorial including background information is given by Vogel, Watt & Wiedemann (2022) .

arxiv.org/abs/2204.04291

Key Metrics

Version 0.4.1
R ≥ 2.10
Published 2022-12-01 678 days ago
Needs compilation? yes
License GPL-3
CRAN checks robFitConGraph results

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Maintainer

Maintainer

Daniel Vogel

Authors

Stuart Watt
Daniel Vogel

Material

Reference manual
Package source

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

robFitConGraph archive

Depends

R ≥ 2.10

Imports

Rcpp
RcppArmadillo

Suggests

mvtnorm
MASS
ggm

LinkingTo

Rcpp
RcppArmadillo