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Model-based clustering and classification with the multivariate t distribution

Faculty Advisor

Date

2016

Keywords

classification, clustering, discriminant analysis, mixture models, model-based clustering

Abstract (summary)

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

DOI

Notes

Item Type

Software Documentation

Language

English

Rights

General Public Licence (GNU GPL)