Direct MLE for Multivariate Normal Mixture Distributions

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Documentation for package ‘norMmix’ version 0.2-0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

claraInit	Maximum Likelihood Estimation for Multivariate Normal Mixtures
clr1	Centered Log Ratio Transformation and Inverse
clr1inv	Centered Log Ratio Transformation and Inverse
dfnMm	Number of Free Parameters of Multivariate Normal Mixture Models
dnorMmix	Density from Multivariate Normal Mixture Distribution
ellipsePts	Compute Points on Bivariate Gaussian Confidence Ellipse
ldl	LDL' Cholesky Decomposition
llmvtnorm	Log-Likelihood of Multivariate Normal Mixture Relying on 'mvtnorm::dmvnorm'
llnorMmix	Log-likelihood of parameter vector given data
MarronWand	Marron-Wand-like Specific Multivariate Normal Mixture 'norMmix' Objects
mclVVVinit	Maximum Likelihood Estimation for Multivariate Normal Mixtures
MW21	Marron-Wand-like Specific Multivariate Normal Mixture 'norMmix' Objects
MW210	Marron-Wand-like Specific Multivariate Normal Mixture 'norMmix' Objects
MW211	Marron-Wand-like Specific Multivariate Normal Mixture 'norMmix' Objects
MW212	Marron-Wand-like Specific Multivariate Normal Mixture 'norMmix' Objects
MW213	Marron-Wand-like Specific Multivariate Normal Mixture 'norMmix' Objects
MW214	Marron-Wand-like Specific Multivariate Normal Mixture 'norMmix' Objects
MW215	Marron-Wand-like Specific Multivariate Normal Mixture 'norMmix' Objects
MW22	Marron-Wand-like Specific Multivariate Normal Mixture 'norMmix' Objects
MW23	Marron-Wand-like Specific Multivariate Normal Mixture 'norMmix' Objects
MW24	Marron-Wand-like Specific Multivariate Normal Mixture 'norMmix' Objects
MW25	Marron-Wand-like Specific Multivariate Normal Mixture 'norMmix' Objects
MW26	Marron-Wand-like Specific Multivariate Normal Mixture 'norMmix' Objects
MW27	Marron-Wand-like Specific Multivariate Normal Mixture 'norMmix' Objects
MW28	Marron-Wand-like Specific Multivariate Normal Mixture 'norMmix' Objects
MW29	Marron-Wand-like Specific Multivariate Normal Mixture 'norMmix' Objects
MW31	Marron-Wand-like Specific Multivariate Normal Mixture 'norMmix' Objects
MW32	Marron-Wand-like Specific Multivariate Normal Mixture 'norMmix' Objects
MW33	Marron-Wand-like Specific Multivariate Normal Mixture 'norMmix' Objects
MW34	Marron-Wand-like Specific Multivariate Normal Mixture 'norMmix' Objects
MW51	Marron-Wand-like Specific Multivariate Normal Mixture 'norMmix' Objects
nMm2par	Multivariate Normal Mixture Model to parameter for MLE
nor1toMmix	Cast nor1mix object as norMmix.
norMmix	Constructor for Multivariate Normal Mixture Objects
norMmixMLE	Maximum Likelihood Estimation for Multivariate Normal Mixtures
npar	Degrees of freedom of (Fitted) Multivariate Normal Mixtures
par2nMm	Transform Parameter Vector to Multivariate Normal Mixture
plot.fittednorMmix	Plot Method for "norMmix" Objects
plot.norMmix	Plot Method for "norMmix" Objects
plot.norMmixMLE	Plot Method for "norMmix" Objects
plot2d	Plot Method for "norMmix" Objects
plotnd	Plot Method for "norMmix" Objects
rnorMmix	Random Sample from Multivariate Normal Mixture Distribution
sllnorMmix	Simple wrapper for Log-Likelihood Function or Multivariate Normal Mixture
ssClara2kL	Maximum Likelihood Estimation for Multivariate Normal Mixtures
Trubetskoy10	Plot Method for "norMmix" Objects