density_estimation: BIC of estimated marginal gaussian mixture densities
Description
Estimates the density of each covariates with gaussian
mixture models and then gives the associated BIC.Usage
density_estimation(X = X, nbclustmax = 10, verbose = FALSE,
detailed = FALSE, max = TRUE, mclust = TRUE, nbini = 50)
Arguments
nbclustmax
max number of clusters in the gaussian
mixtures
detailed
boolean to give the details of the
mixtures found
max
boolean. Use an heuristic to shrink nbclustmax
according to the number of individuals in the dataset
mclust
boolean. Use mclust instead of Rmixmod
nbini
number of initial points for Rmixmod