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

## 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