HDclust-package         Clustering high dimensional data with Hidden
                        Markov Model on Variable Blocks
HMM-class               Class "HMM" to represent parameters associated
                        with a variable block in the HMM-VB
HMMVB-class             Class "HMMVB" to represent a Hidden Markov
                        Model on Variable Blocks (HMM-VB).
HMMVBBIC-class          Class "HMMVBBIC" to represent results of HMM-VB
                        model selection.
HMMVBclust-class        Class "HMMVBclust" to represent clustering
                        results with Hidden Markov Model on variable
                        block structure.
VB-class                Class "VB" to represent a variable block
                        structure.
clustControl            Parameters for MBM clustering algorithm.
clustModes              Hierarchical clustering of density modes
getBIC                  Accessor for 'BIC' slot.
getBdim                 Accessor for 'bdim' slot
getClsid                Accessor for 'clsid' slot.
getClustParam           Accessor for 'clustParam' slot.
getDiagCov              Accessor for 'diagCov' slot.
getDim                  Accessor for 'dim' slot
getHmmChain             Accessor for 'HmmChain' slot.
getHmmParam             Accessor for parameters of HMM
getLoglikehd            Accessor for 'Loglikehd' slot.
getNb                   Accessor for 'nb' slot
getNumst                Accessor for 'numst' slot
getOptHMMVB             Accessor for 'optHMMVB' slot.
getPrenumst             Accessor for 'prenumst' slot
getSize                 Accessor for 'size' slot.
getVarorder             Accessor for 'varorder' slot
getVb                   Accessor for 'VbStructure' slot.
hmmvbBIC                BIC for HMM-VB
hmmvbClust              Cluster data with HMM-VB
hmmvbFindModes          Find density modes with HMM-VB
hmmvbTrain              Train HMM-VB
sim2                    Synthetic dataset used in section 5.1.2 of the
                        reference paper.
sim3                    Synthetic dataset used in section 5.1.3 of the
                        reference paper
trainControl            Parameters for HMM-VB training.
vb                      Make an instance of class "VB"
vbSearchControl         Parameters for variable block structure search.
