mclust (version 3.4.7)

mclustModelNames: MCLUST Model Names

Description

Model names used in the MCLUST package.

Value

• A list including the following components:
• univariateMixture
  A vector with the following components: "E": equal variance (one-dimensional) "V": variable variance (one-dimensional)
• multivariateMixture
  A vector with the following components: "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 "EEV": ellipsoidal, equal volume and equal shape "VEV": ellipsoidal, equal shape "VVV": ellipsoidal, varying volume, shape, and orientation
• singleComponent
  A vector with the following components: "X": one-dimensional "XII": spherical "XXI": diagonal "XXX": ellipsoidal

References

C. Fraley and A. E. Raftery (2002). Model-based clustering, discriminant analysis, and density estimation. Journal of the American Statistical Association 97:611-631.

C. Fraley and A. E. Raftery (2006). MCLUST Version 3 for R: Normal Mixture Modeling and Model-Based Clustering, Technical Report no. 504, Department of Statistics, University of Washington.

See Also

Mclust mclustBIC

Examples

mclustModelNames