Model Based Clustering, Classification and Discriminant Analysis Using the Mixture of Generalized Hyperbolic Distributions

Documentation for package ‘MixGHD’ version 2.3.7

ARI	Adjusted Rand Index.
banknote	Swiss Banknote data
bankruptcy	Bankruptcy data
cMSGHD	Convex mixture of multiple scaled generalized hyperbolic distributions (cMSGHD).
coef-method	Coefficients for objects of class MixGHD
coef.MixGHD	Coefficients for objects of class MixGHD
contourpl	Contour plot
DA	Discriminant analysis using the mixture of generalized hyperbolic distributions.
dCGHD	Density of a coalesced generalized hyperbolic distribution (MSGHD).
dGHD	Density of a generalized hyperbolic distribution (GHD).
dMSGHD	Density of a mulitple-scaled generalized hyperbolic distribution (MSGHD).
MCGHD	Mixture of coalesced generalized hyperbolic distributions (MCGHD).
MGHD	Mixture of generalized hyperbolic distributions (MGHD).
MGHFA	Mixture of generalized hyperbolic factor analyzers (MGHFA).
MixGHD	Class "MixGHD"
MixGHD-class	Class MixGHD.
MSGHD	Mixture of multiple scaled generalized hyperbolic distributions (MSGHD).
plot-method	Plot objects of class MixGHD.
plot.MixGHD	Plot objects of class MixGHD.
predict-method	Membership prediction for objects of class MixGHD
predict.MixGHD	Membership prediction for objects of class MixGHD
rCGHD	Pseudo random number generation from a coalesced generalized hyperbolic distribution (MSGHD).
rGHD	Pseudo random number generation from a generalized hyperbolic distribution (GHD).
rMSGHD	Pseudo random number generation from a mulitple-scaled generalized hyperbolic distribution (MSGHD).
sonar	Sonar data
summary	Plot objects of class MixGHD.
summary.MixGHD	Plot objects of class MixGHD.