CorReg (version 0.15.8)

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, package = c("mclust",
  "Rmixmod", "rtkpp"), 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

package

package to use (Rmixmod,mclust,rtkpp)

nbini

number of initial points for Rmixmod

matshape

boolean to give the detail in matricial shape

...

additional parameters