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

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

## Documentation for package ‘MixGHD’ version 2.3.7

- DESCRIPTION file

## Help Pages

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.