CRAN/E | mixSPE

mixSPE

Mixtures of Power Exponential and Skew Power Exponential Distributions for Use in Model-Based Clustering and Classification

Installation

About

Mixtures of skewed and elliptical distributions are implemented using mixtures of multivariate skew power exponential and power exponential distributions, respectively. A generalized expectation-maximization framework is used for parameter estimation. Methodology for mixtures of power exponential distributions is from Dang et al. (2015) doi:10.1111/biom.12351.

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Version 0.9.1
Published 2021-01-25 1324 days ago
Needs compilation? no
License GPL-2
License GPL-3
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Maintainer

Maintainer

Utkarsh J. Dang

Authors

Ryan P.
Browne[aut

cre

Utkarsh J.
Dang[aut

cre

Michael P. B.
Gallaugher[ctb
Paul D.
McNicholas[aut

Material

NEWS
Reference manual
Package source

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Distributions

macOS

r-release

arm64

r-oldrel

arm64

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x86_64

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x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

mixSPE archive

Imports

mvtnorm

Suggests

testthat