robFitConGraph: Graph-Constrained Robust Covariance Estimation

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:2204.04291>.

Package details

AuthorStuart Watt, Daniel Vogel
MaintainerDaniel Vogel <daniel.vogel@tu-dortmund.de>
LicenseGPL-3
Version0.4.1
URL https://arxiv.org/abs/2204.04291
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("robFitConGraph")

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robFitConGraph documentation built on Dec. 1, 2022, 1:21 a.m.