NMixPlugDA: Discriminant analysis based on plug-in estimates from the...

In mixAK: Multivariate Normal Mixture Models and Mixtures of Generalized Linear Mixed Models Including Model Based Clustering

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.

Author(s)

Arnošt Komárek [e-mail]

See Also

NMixMCMC, NMixPredDA.

mixAK documentation built on Sept. 17, 2024, 1:06 a.m.