This paper presents an extension of the classical compound Poisson risk model in which the inter-claim time arrivals and the claim amounts are structurally dependent. We derive the corresponding asymptotic tail probabilities for the discounted aggregate claims in a finite insurance contract under constant force of interest. The dependence assumption between the inter-claim times and the claim amounts is well suited for insurance contracts during extreme and catastrophic events. Based on the existing literature, we use heavy-tailed distributions for the discounted aggregate claims and derive the extreme value at risk (minimum capital requirement). Our results, based on a case study of ten million simulations, show that the independence assumption between the inter-claim times and the claim amounts lead to underestimating the minimum capital requirement proposed by the regulatory authorities.
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Univ New South Wales, Australian Sch Business, Sch Risk & Actuarial Studies, Sydney, NSW, AustraliaUniv New South Wales, Australian Sch Business, Sch Risk & Actuarial Studies, Sydney, NSW, Australia
Woo, Jae-Kyung
Liu, Haibo
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Univ Iowa, Dept Stat & Actuarial Sci, Iowa City, IA 52242 USAUniv New South Wales, Australian Sch Business, Sch Risk & Actuarial Studies, Sydney, NSW, Australia