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

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Documentation for package ‘VarSelLCM’ version 2.1.3.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

VarSelLCM-package	Variable Selection for Model-Based Clustering of Mixed-Type Data Set with Missing Values
AIC	AIC criterion.
AIC-method	AIC criterion.
ARI	Adjusted Rand Index
BIC	BIC criterion.
BIC-method	BIC criterion.
coef	Extract the parameters
coef-method	Extract the parameters
coefficients	Extract the parameters
coefficients-method	Extract the parameters
fitted	Extract the partition or the probabilities of classification
fitted-method	Extract the partition or the probabilities of classification
fitted.values	Extract the partition or the probabilities of classification
fitted.values-method	Extract the partition or the probabilities of classification
heart	Statlog (Heart) Data Set
ICL	ICL criterion
MICL	MICL criterion
plot	Plots of an instance of 'VSLCMresults'
plot-method	Plots of an instance of 'VSLCMresults'
predict	Prediction of the cluster memberships
predict-method	Prediction of the cluster memberships
print	Print function.
print-method	Print function.
summary	Summary function.
summary-method	Summary function.
VarSelCluster	Variable selection and clustering.
VarSelImputation	Imputation of missing values
VarSelLCM	Variable Selection for Model-Based Clustering of Mixed-Type Data Set with Missing Values
VarSelShiny	Shiny app for analyzing results from VarSelCluster
VSLCMcriteria-class	Constructor of 'VSLCMcriteria' class
VSLCMdata-class	Constructor of 'VSLCMdata' class
VSLCMmodel-class	Constructor of 'VSLCMmodel' class
VSLCMparam-class	Constructor of 'VSLCMparam' class
VSLCMparamCategorical-class	Constructor of 'VSLCMparamCategorical' class
VSLCMparamContinuous-class	Constructor of 'VSLCMparamContinuous' class
VSLCMparamInteger-class	Constructor of 'VSLCMparamInteger' class
VSLCMpartitions-class	Constructor of 'VSLCMpartitions' class
VSLCMresults-class	Constructor of 'VSLCMresults' class
VSLCMstrategy-class	Constructor of 'VSLCMstrategy' class