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

In MixAll: Clustering and Classification using Model-Based Mixture Models

Description

This class inherits from the [IClusterModel] class. A gamma mixture model is a mixture model of the form:

f({x}|\boldsymbol{θ}) \\ =∑_{k=1}^K p_k ∏_{j=1}^d γ(x_j;a_{jk},b_{jk}) \\ \quad {x} \in {R}^d.

Constraints can be added to the shapes and/or scales in order to reduce the number of parameters.

Slots

component

A [ClusterGammaComponent] with the shapes and the scales of the component mixture model.

Author(s)

Serge Iovleff

See Also

[IClusterModel] class

Examples

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

MixAll documentation built on Sept. 12, 2019, 5:05 p.m.