RMSD: Refined Modified Stahel-Donoho Estimators for Outlier Detection

A function for multivariate outlier detection named Modified Stahel-Donoho (MSD) estimators is contained. The function is for elliptically distributed datasets and recognizes outliers based on Mahalanobis distance. The function is called the single core version in Wada & Tsubaki (2013) <doi:10.1109/CLOUDCOM-ASIA.2013.86> and evaluated with other methods in Wada, Kawano & Tsubaki (2020) <doi:10.17713/ajs.v49i2.872>.

Version:	0.1.0
Suggests:	testthat (≥ 3.0.0)
Published:	2023-11-06
Author:	Kazumi Wada [aut, cre]
Maintainer:	Kazumi Wada <kazwd2008 at gmail.com>
License:	GPL (≥ 3)
NeedsCompilation:	no
Language:	en-US
CRAN checks:	RMSD results

Documentation:

Reference manual:

RMSD.pdf

Downloads:

Package source:	RMSD_0.1.0.tar.gz
Windows binaries:	r-devel: RMSD_0.1.0.zip, r-release: RMSD_0.1.0.zip, r-oldrel: RMSD_0.1.0.zip
macOS binaries:	r-release (arm64): RMSD_0.1.0.tgz, r-oldrel (arm64): RMSD_0.1.0.tgz, r-release (x86_64): RMSD_0.1.0.tgz, r-oldrel (x86_64): RMSD_0.1.0.tgz

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