Model-based clustering and classification with the multivariate t distribution

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Title

Model-based clustering and classification with the multivariate t distribution

Author(s) or Creator(s)
Andrews, Jeffrey
Wickins, Jaymeson
Boers, Nicholas
McNicholas, Paul
Date

2016

Peer Reviewed?

No

Keywords

classification
clustering
discriminant analysis
mixture models
model-based clustering

Description

Package ‘teigen’: Fits mixtures of multivariate t-distributions (with eigen-decomposed covariance structure) via the expectation conditional-maximization algorithm under a clustering or classification paradigm.

Publication Information

Andrews, J. L. & McNicholas, P. D. (2016). Model-based clustering, classification, and discriminant analysis via mixtures of multivariate t-distributions [PDF]. Retrieved from The R Project for Statistical Computing website: https://cran.r-project.org/web/packages/teigen/teigen.pdf

Type of Item

Software Documentation

Language

English

Location

https://roam.macewan.ca/islandora/object/gm:1151

Rights

General Public License (GNU GPL)

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