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학술논문한국경영과학회지2015.08 발행KCI 피인용 1

GPH 분포를 이용한 파산확률의 계산

Computing Ruin Probability Using the GPH Distribution

윤복식(홍익대학교)

40권 3호, 39~48쪽

초록

Even though ruin probability is a fundamental value to determine the insurance premium and policy, the complexity involved in computing its exact value forced us resort to an approximate method. In this paper, we first present an exact method to compute ruin probability under the assumption that the claim size has a GPH distribution, Then, for the arbitrary claim size distribution, we provide a method computing ruin probability quite accurately by approximating the distribution as a GPH. The validity of the proposed method demonstrated by a numerical example. The GPH approach seems to be valid for heavy-tailed claims as well as usual light-tailed claims.

Abstract

Even though ruin probability is a fundamental value to determine the insurance premium and policy, the complexity involved in computing its exact value forced us resort to an approximate method. In this paper, we first present an exact method to compute ruin probability under the assumption that the claim size has a GPH distribution, Then, for the arbitrary claim size distribution, we provide a method computing ruin probability quite accurately by approximating the distribution as a GPH. The validity of the proposed method demonstrated by a numerical example. The GPH approach seems to be valid for heavy-tailed claims as well as usual light-tailed claims.

발행기관:
한국경영과학회
DOI:
http://dx.doi.org/10.7737/JKORMS.2015.40.3.039
분류:
경영학

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GPH 분포를 이용한 파산확률의 계산 | 한국경영과학회지 2015 | AskLaw | 애스크로 AI