R: Discriminant analysis based on plug-in estimates from the...
NMixPlugDA
R Documentation
Discriminant analysis based on plug-in estimates from the mixture model
Description
It performs discriminant analysis based on
posterior summary for (re-labeled) mixture
components in a model with fixed number of components fitted with
NMixMCMC function.
Usage
NMixPlugDA(object, y)
Arguments
object
an object of class NMixMCMC
y
vector, matrix or data frame with observations to be clustered
Value
A data.frame with
columns labeled prob1,..., probp giving
plug-in estimates of probabilities of belonging to each component and a column
labeled component giving the index of the component with the
highest component probability.