A [KmmComponent] with the
dimension and standard deviation of the kernel mixture model.
Author
Serge Iovleff
Details
This class inherits from the [IClusterModel] virtual class.
A KMM is a mixture model of the form:
$$
f({x}|\boldsymbol{\theta})
=\sum_{k=1}^K p_k \prod_{j=1}^d \phi(x_j;\sigma^2_{k})
\quad x \in {R}^d.
$$
Some constraints can be added to the variances in order to reduce the number
of parameters.