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

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. See citation() for how to cite.


Reference manual

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install.packages("mixSPE")

0.9.3 by Utkarsh J. Dang, 2 years ago


Browse source code at https://github.com/cran/mixSPE


Authors: Ryan P. Browne [aut] , Utkarsh J. Dang [aut, cre] , Michael P. B. Gallaugher [ctb] , Paul D. McNicholas [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports mvtnorm

Suggests testthat


See at CRAN