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RMSD (version 0.1.1)

Refined Modified Stahel-Donoho Estimators for Outlier Detection

Description

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) and evaluated with other methods in Wada, Kawano & Tsubaki (2020) .

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Version

Install

install.packages('RMSD')

Monthly Downloads

178

Version

0.1.1

License

GPL (>= 3)

Maintainer

Kazumi Wada

Last Published

October 20th, 2025

Functions in RMSD (0.1.1)

RMSD

Modified Stahel-Donoho Estimators (Single core version)