Man pages for binomialMix
Mixture Models for Binomial and Longitudinal Data
| 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... |
