MICL: MICL criterion

In VarSelLCM: Variable Selection for Model-Based Clustering of Mixed-Type Data Set with Missing Values

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

## Not run: 
# 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)

## End(Not run)

VarSelLCM documentation built on May 2, 2019, 4:59 p.m.