To assess how best to enter policyholder’s age variable into the count model, we
examined the difference between the fitted frequency of claims, considering age as a single
risk factor, once being introduced as continuous variable and once as categorical variable.
Figure 1 illustrates simultaneously the distribution of the expected frequency of claims
explained by the policyhoder’s age both as continuous and categorical variable (with 58
categories of age).