NMixPlugDA {mixAK} | 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 observations in the first columns and additionally columns labeled `prob1`,..., `probp` giving posterior probabilities of belonging to each component and a column labeled `component` giving the index of the component with the highest posterior probability.

### Author(s)

Arnošt Komárek arnost.komarek[AT]mff.cuni.cz

### See Also

`NMixMCMC`.

[Package mixAK version 0.6 Index]