adcampaign | Advertising campaign dataset |
extract_id | Extract levels as numeric from id column of the dataset |
extract_target | Extract target value of GLM |
extract_variables | Extract variables from GLM model |
Incomplete_Loglikelihood_binomiale | Calculate the incomplete loglikelihood from mixture of... |
init_design_matrices | Initialize design matrices from dataframe to cluster |
init_lambda | Initialize the vector lambda of mixture proportion |
init_subset | Initialize the estimation of beta |
init_tau | Initialize the matrix probability of each levels id to be in... |
log_density_binom | Calculate de log density of a binomial |
my_BIC | Calculate the Bayesian Information Criterion (BIC) |
my_ICL | Calculate the Integrated Complete Likelihood (ICL) |
runEM | Run an EM algorithm to obtain a mixture of binomial with K... |
update_beta | M-step : update of beta parameters |
update_tau | E-step : update of tau |
update_w | M-step : Update the diagonal matrix W from beta iterative... |
update_z | M-step : Update the matrix of working variables Z from beta... |
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