In the classical risk model with density and relative safety loading , the claim mean is and . The convolution terms satisfy . Applying to yields . Its solution is fixed by , and , giving the displayed probability. The derivative condition comes from the original integral equation and excludes spurious solutions of the higher-order equation.
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