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mixAK (version 2.2)

NMixPlugDA: 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.

See Also

NMixMCMC, NMixPredDA.