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Generalizing earlier work of Delbaen and Haezendonck for given compound renewal process under a probability measure we characterize all probability measures on the domain of such that and are progressively equivalent and remains a compound renewal process under . As a consequence, we prove that any compound renewal process can be converted into a compound Poisson process through a change of measures and we show how this approach is related to premium calculation principles.

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