Model-based clustering and classification with the multivariate t distribution

  • Title: Model-based clustering and classification with the multivariate t distribution
    Author: Andrews, Jeffrey; Wickins, Jaymeson; Boers, Nicholas; McNicholas, Paul
    Year: 2016
    Keyword(s): 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.
    Peer Reviewed: No
    Type of Item: Software Documentation
    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
    Language: English

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