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leptokurticMixture (version 1.1)

Implements Parsimonious Finite Mixtures of Multivariate Elliptical Leptokurtic-Normals

Description

A way to fit Parsimonious Finite Mixtures of Multivariate Elliptical Leptokurtic-Normals. Two methods of estimation are implemented.

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Version

Install

install.packages('leptokurticMixture')

Monthly Downloads

160

Version

1.1

License

GPL (>= 2)

Maintainer

Ryan Browne

Last Published

September 9th, 2023

Functions in leptokurticMixture (1.1)

EM

EM for the finite mixtures of MLN
rmln

Generate realizations from the multivariate elliptical leptokurtic-normal distribution
compareEstimation

Compare the two methods of estimation
pmln

Parsimonious model-based clustering with the multivariate elliptical leptokurtic-normal