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


Reference manual

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install.packages("RMSD")

0.1.1 by Kazumi Wada, a year ago


Browse source code at https://github.com/cran/RMSD


Authors: Kazumi Wada [aut, cre]


Documentation:   PDF Manual  


GPL (>= 3) license


Suggests testthat


See at CRAN