Models’ goodness-of-fit
An essential step in the econometrical analysis represents the validation of models by comparing the calculated values with the observed ones. Examine the relationship between the expected and observed values, respectively (Table 6), the negative binomial models appear to be a substantial improvement over the Poisson model and this confirms the conclusion of the last paragraph that NB2 model provides the best fit to our insurance data.