EMMIXcskew (version 0.9-5)

Fitting Mixtures of CFUST Distributions

Description

Functions to fit finite mixture of multivariate canonical fundamental skew t (FM-CFUST) distributions, random sample generation, 2D and 3D contour plots. See Lee and McLachlan (2017) for more information and examples.

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Version

Install

install.packages('EMMIXcskew')

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Version

0.9-5

License

GPL

Maintainer

Sharon X Lee

Last Published

February 14th, 2018

Functions in EMMIXcskew (0.9-5)

fmcfust

Fitting Finite Mixtures of Multivariate Canonical Fundamental Skew t-Distributions

EMMIXcskew-package

Finite mixture of multivariate canonical fundamental skew t-distributions

init.cfust

Initialization for Fitting Finite Mixtures of Canonical Fundamental Skew t-Distributions

dfmcfust

Multivariate canonical fundamental skew t-distribution

rfmcfust

Simulation of Mixture Data

fmmst

Fitting Finite Mixtures of Unrestricted Multivariate Skew t Distributions

fmcfust.contour.2d

2D and 3D Visualisation of Fitted Contours