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CorReg (version 0.15.7)

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, nbclustmin = 1,
  verbose = FALSE, detailed = FALSE, max = TRUE, mclust = TRUE,
  nbini = 20, matshape = FALSE)

Arguments

X
the dataset (matrix)
nbclustmax
max number of clusters in the gaussian mixtures
nbclustmin
min number of clusters in the gaussian mixtures
verbose
verbose or not
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
matshape
boolean to give the detail in matricial shape