CRAN/E | MSclust

MSclust

Multiple-Scaled Clustering

Installation

About

Model based clustering using the multivariate multiple Scaled t (MST) and multivariate multiple scaled contaminated normal (MSCN) distributions. The MST is an extension of the multivariate Student-t distribution to include flexible tail behaviors, Forbes, F. & Wraith, D. (2014) doi:10.1007/s11222-013-9414-4. The MSCN represents a heavy-tailed generalization of the multivariate normal (MN) distribution to model elliptical contoured scatters in the presence of mild outliers (also referred to as "bad" points) and automatically detect bad points, Punzo, A. & Tortora, C. (2021) doi:10.1177/1471082X19890935.

Key Metrics

Version 1.0.4
R ≥ 3.5
Published 2024-04-22 12 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks MSclust results

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Maintainer

Maintainer

Cristina Tortora

grikris1@gmail.com

Authors

Cristina Tortora

aut / cre / cph

Antonio Punzo

aut

Louis Tran

aut

Material

Reference manual
Package source

macOS

r-prerel

arm64

r-release

arm64

r-oldrel

arm64

r-prerel

x86_64

r-release

x86_64

Windows

r-prerel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

MSclust archive

Depends

R ≥ 3.5

Imports

gtools
Matrix
mclust
mnormt
mvtnorm
psych
cluster
ggplot2
GGally