VarSelLCM (version 2.1.3.1)

MICL: MICL criterion

Description

This function gives the MICL criterion for an instance of VSLCMresults.

Usage

MICL(object)

Arguments

object

VSLCMresults

References

Marbac, M. and Sedki, M. (2017). Variable selection for model-based clustering using the integrated completed-data likelihood. Statistics and Computing, 27 (4), 1049-1063.

Examples

if (FALSE) {
# Data loading:
data("heart")

# Cluster analysis with variable selection
object <- VarSelCluster(heart[,-13], 2, vbleSelec = TRUE, crit.varsel = "MICL")

# Get the MICL value
MICL(object)
}