ClusterPoisson-class: Definition of the ['ClusterPoisson'] class
| ClusterPoisson | R Documentation |
Definition of the [ClusterPoisson] class
Description
This class inherits from the [IClusterModel] class.
A poisson mixture model is a mixture model of the form:
f({x}|\boldsymbol{\theta}) \\
=\sum_{k=1}^K p_k \prod_{j=1}^d Pois(x_j;\lambda_{jk}) \\
\quad {x} \in {N}^d.
Slots
componentA [
ClusterPoissonComponent] with the lambda of the component mixture model.
Author(s)
Serge Iovleff
See Also
[IClusterModel] class
Examples
getSlots("ClusterPoisson")
data(DebTrivedi)
dt <- DebTrivedi[, c(1, 6,8, 15)]
new("ClusterPoisson", data=dt)
