 No claims discount system

A policyholder's future insurance premiums depend on a finite discount level, updated according to whether a claim is submitted in each year. With independent yearly accidents and repair costs, and a claim decision depending only on the current level and cost, the level is a Discrete-time Markov chain. Accident probability and submitted-claim probability differ when the policyholder pays small repair costs without claiming.