mclustModelNames {mclust} | R Documentation |
Model names used in the MCLUST package.
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 |
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.
mclustModelNames