rtkpp (version 0.8.2)

ClusterDiagGaussian: Definition of the [ClusterDiagGaussian] class

Description

This class defines a diagonal Gaussian mixture Model.

Details

This class inherits from the [IClusterModel] class. A diagonal gaussian model is a mixture model of the form: $$f({x}|\boldsymbol{\theta}) =\sum_{k=1}^K p_k \prod_{j=1}^d \phi(x_j;\mu_{jk},\sigma^2_{jk}) \quad x \in {R}^d.$$

See Also

[IClusterModel] class

Examples

getSlots("ClusterDiagGaussian")
data(geyser)
new("ClusterDiagGaussian", data=geyser)