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MixAll (version 1.5.10)

ClusterMixedDataModel: Definition of the [ClusterMixedDataModel] class

Description

This class defines a mixed data mixture Model.

Arguments

Slots

lcomponent

a list of [IClusterComponent]

Author

Serge Iovleff

Details

This class inherits from the [IClusterModel] class. A model for mixed data is a mixture model of the form: $$ f({{x}}_i=({{x}}_{1i}, {{x}}_{2i},\ldots {{x}}_{Li})|\theta) = \sum_{k=1}^K p_k \prod_{l=1}^L h({{x}}_{li}| \lambda_{lk},\alpha_l). $$ The density functions (or probability distribution functions) $$h(.|\lambda_{lk},\alpha_l)$$ can be any implemented model (Gaussian, Poisson,...).

See Also

[IClusterModel] class

Examples

Run this code
getSlots("ClusterMixedDataModel")

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