4. CONCLUSIONS
An accurate insurance pricing system allows insurance companies to cover expected losses, expenses and make adequate the provision for contingencies. The first step in auto insurance pricing is the modeling of claim frequency, which represents an essential part for obtaining a reasonable and equitable insurance premium.