Suppose annual claim counts are independent with geometric distribution mass , . In a no claims discount system with discounts , a claim returns either of the first two levels to zero; at the top, one claim sends the level to and two or more send it to zero. The transition matrix is . Solving gives the displayed stationary distribution. With full premium , the stationary expected value of the premium is . Independent annual sampling is essential; a persistent random intensity does not justify this marginal transition matrix.

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