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

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Documentation for package ‘MixGHD’ version 1.5

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MixGHD-package Model based clustering and classification using the mixture of generalized hyperbolic distributions
bankruptcy Bankruptcy data
cMSGHD Convex mixture of multiple scaled generalized hyperbolic distributions (MSGHD).
DA Discriminant analysis using the mixture of generalized hyperbolic distributions.
MCGHD Mixture of coalesced generalized hyperbolic distributions (MCGHD).
MGHD Mixture of generalized hyperbolic distributions (MGHD).
MGHFA Mixture of generalized hyperbolic factor analyzers (MGHFA).
MixGHD Model based clustering and classification using the mixture of generalized hyperbolic distributions
MSGHD Mixture of multiple scaled generalized hyperbolic distributions (MSGHD).
Selection Selection of parameter using the mixture of generalized hyperbolic distributions.
sonar Sonar data