Defines functions my_BIC

Documented in my_BIC

#' Calculate the Bayesian Information Criterion (BIC)
#' @param nb_param The number of paramaters estimated by the EM
#' @param logl A numeric value which is the maximum value from Incomplete Loglikelihood
#' @param nb_obs A numeric value corresponding to the rows number of the whole dataframe
#' @return BIC The numeric value of the BIC
#' @export
my_BIC <-
function(nb_param, logl, nb_obs) {
  BIC <- -2 * max(logl, na.rm = TRUE) + nb_param * log(nb_obs)

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binomialMix documentation built on March 23, 2020, 5:09 p.m.