KmmMixedDataModel: Definition of the [KmmMixedDataModel] class
Description
This class defines a mixed data kernel mixture Model (KMM).
Arguments
Slots
lcomponent
a list of [KmmComponent]
Author
Serge Iovleff
Details
This class inherits from the [IClusterModel] class.
A model for mixed data is a mixture model of the form:
$$
f({{x}}_i=({{x}}_{1i}, {{x}}_{2i},\ldots {{x}}_{Li})|\theta)
= \sum_{k=1}^K p_k \prod_{l=1}^L h({{x}}_{li}).
$$
The density functions (or probability distribution functions)
$$h(.)$$ can be any implemented kmm model on a RKHS space.