ClusterMixedData-class: Definition of the ['ClusterMixedData'] class

Description Details Slots Author(s) See Also Examples

Description

This class defines a mixed data mixture Model.

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},… {{x}}_{Li})|θ) = ∑_{k=1}^K p_k ∏_{l=1}^L h({{x}}_{li}| λ_{lk},α_l).

The density functions (or probability distribution functions)

h(.|λ_{lk},α_l)

can be any implemented model (Gaussian, Poisson,...).

Slots

ldata

a list of IClusterComponent.

Author(s)

Serge Iovleff

See Also

[IClusterModel] class

Examples

1
getSlots("ClusterMixedData")


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