my_ICL: Calculate the Integrated Complete Likelihood (ICL)

In binomialMix: Mixture Models for Binomial and Longitudinal Data

Description

Calculate the Integrated Complete Likelihood (ICL)

Usage

my_ICL(data, col_id, nb_cluster, nb_param, logl, val_tau, nb_obs)

Arguments

data	A dataframe
col_id	A character value corresponding to id column name
nb_cluster	A numeric value of number of clusters chosen for the mixture
nb_param	The number of paramaters estimated by the EM
logl	A numeric value which is the maximum value from Incomplete Loglikelihood
val_tau	A matrix of probability which rows number is the K clusters, columns number is the number of distinct id levels
nb_obs	A numeric value corresponding to the rows number of the whole dataframe

Value

ICL The numeric value of the ICL

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