CRAN/E | CerioliOutlierDetection

CerioliOutlierDetection

Outlier Detection Using the Iterated RMCD Method of Cerioli (2010)

Installation

About

Implements the iterated RMCD method of Cerioli (2010) for multivariate outlier detection via robust Mahalanobis distances. Also provides the finite-sample RMCD method discussed in the paper, as well as the methods provided in Hardin and Rocke (2005) doi:10.1198/106186005X77685 and Green and Martin (2017).

christopherggreen.github.io/CerioliOutlierDetection/

Key Metrics

Version 1.1.13
R ≥ 4.0.0
Published 2023-10-29 169 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks CerioliOutlierDetection results

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Maintainer

Maintainer

Christopher G. Green

christopher.g.green@gmail.com

Authors

Christopher G. Green

aut / cre

(-7877)

R. Doug Martin

ths

Material

README
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

CerioliOutlierDetection archive

Depends

R ≥ 4.0.0

Imports

robustbase ≥ 0.91-1

Suggests

rrcov
mvtnorm
mclust