EMMIXuskew (version 0.11-6)

Fitting Unrestricted Multivariate Skew t Mixture Models

Description

Functions to fit finite mixture of unrestricted multivariate skew t (FM-uMST) model, random sample generation, discriminant analysis, 2D and 3D contour plots

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Version

Install

install.packages('EMMIXuskew')

Monthly Downloads

Version

0.11-6

License

GPL

Maintainer

Sharon X Lee

Last Published

August 5th, 2014

Functions in EMMIXuskew (0.11-6)

dmt

Multivariate t distribution

fmmstDA

Discriminant analysis using Multivariate Skew t Mixture Models

EMMIXuskew-package

Finite mixture of unrestricted multivariate skew t distributions

fmmst.contour.2d

2D and 3D Visualisation of Fitted Contours

Lympho

T-cell Phosphorylation dataset

DLBCL

A Diffuse Large B-cell Lymphoma (DLBCL) data

delta.test

Testing for the significance of the skewness parameter in a FM-MST model

fmmst

Fitting Finite Mixtures of Unrestricted Multivariate Skew t Distributions

dfmmst

Multivariate skew t distribution

fmmt

Fitting Finite Mixtures of Unrestricted Multivariate t Distributions

fmmst.init

Initialization for Fitting Finite Mixtures of Unrestricted Multivariate Skew t Distributions

ais

Australian Institute of Sports (AIS) data

rfmmst

Simulation of Mixture Data