mclustModelNames: MCLUST Model Names

In mclust: Gaussian Mixture Modelling for Model-Based Clustering, Classification, and Density Estimation

MCLUST Model Names

Description

Description of model names used in the MCLUST package.

Usage

mclustModelNames(model)

Arguments

model

A string specifying the model.

Details

The following models are available in package mclust:

univariate mixture

"E"

equal variance (one-dimensional)

"V"

variable/unqual variance (one-dimensional)

multivariate mixture

"EII"

spherical, equal volume

"VII"

spherical, unequal volume

"EEI"

diagonal, equal volume and shape

"VEI"

diagonal, varying volume, equal shape

"EVI"

diagonal, equal volume, varying shape

"VVI"

diagonal, varying volume and shape

"EEE"

ellipsoidal, equal volume, shape, and orientation

"VEE"

ellipsoidal, equal shape and orientation (*)

"EVE"

ellipsoidal, equal volume and orientation (*)

"VVE"

ellipsoidal, equal orientation (*)

"EEV"

ellipsoidal, equal volume and equal shape

"VEV"

ellipsoidal, equal shape

"EVV"

ellipsoidal, equal volume (*)

"VVV"

ellipsoidal, varying volume, shape, and orientation

single component

"X"

univariate normal

"XII"

spherical multivariate normal

"XXI"

diagonal multivariate normal

"XXX"

ellipsoidal multivariate normal

(*) new models in mclust version >= 5.0.0.

Value

Returns a list with the following components:

model	a character string indicating the model (as in input).
type	the description of the indicated model (see Details section).

See Also

Mclust, mclustBIC

Examples

mclustModelNames("E")
mclustModelNames("EEE")
mclustModelNames("VVV")
mclustModelNames("XXI")

mclust documentation built on May 29, 2024, 8:06 a.m.