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RMSD  

Refined Modified Stahel-Donoho Estimators for Outlier Detection
View on CRAN: Click here


Download and install RMSD package within the R console
Install from CRAN:
install.packages("RMSD")

Install from Github:
library("remotes")
install_github("cran/RMSD")

Install by package version:
library("remotes")
install_version("RMSD", "0.1.0")



Attach the package and use:
library("RMSD")
Maintained by
Kazumi Wada
[Scholar Profile | Author Map]
First Published: 2023-11-06
Latest Update: 2023-11-06
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) .
How to cite:
Kazumi Wada (2023). RMSD: Refined Modified Stahel-Donoho Estimators for Outlier Detection. R package version 0.1.0, https://cran.r-project.org/web/packages/RMSD. Accessed 03 May. 2025.
Previous versions and publish date:
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Complete documentation for RMSD
Functions, R codes and Examples using the RMSD R package
Full RMSD package functions and examples
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