mixSPE: 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.

Package details

AuthorRyan P. Browne[aut, cre], Utkarsh J. Dang[aut, cre], Michael P. B. Gallaugher[ctb], and Paul D. McNicholas[aut]
MaintainerUtkarsh J. Dang <utkarshdang@cunet.carleton.ca>
LicenseGPL (>= 2)
Version0.9.2
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("mixSPE")

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mixSPE documentation built on Oct. 17, 2023, 1:09 a.m.