An optimal Bonus-Malus System (BMS) based on both the number of accidents and the severity of each accident was developed by Frangos and Vrontos (2001). In this paper we extend the work of Frangos and Vrontos (2001), Lemaire (1995) and Dionne and Vannasse (1989, 1992) using finite mixture...