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Numerical algorithms for Panjer recursion by applying Bernstein approximation

Numerical algorithms for Panjer recursion by applying Bernstein approximation
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摘要 In actuarial science, Panjer recursion (1981) is used in insurance to compute the loss distribution of the compound risk models. When the severity distribution is continuous with density function, numerical calculation for the compound distribution by applying Panjer recursion will involve an approxi- mation of the integration. In order to simplify the numerical algorithms, we apply Bernstein approximation for the continuous severity distribution function and obtain approximated recursive equations, which are used for computing the approximated values of the compound distribution. The theoretical error bound for the approximation is also obtained. Numerical results show that our algorithm provides reliable results. In actuarial science, Panjer recursion (1981) is used in insurance to compute the loss distribution of the compound risk models. When the severity distribution is continuous with density function, numerical calculation for the compound distribution by applying Panjer recursion will involve an approxi- mation of the integration. In order to simplify the numerical algorithms, we apply Bernstein approximation for the continuous severity distribution function and obtain approximated recursive equations, which are used for computing the approximated values of the compound distribution. The theoretical error bound for the approximation is also obtained. Numerical results show that our algorithm provides reliable results.
出处 《Frontiers of Mathematics in China》 SCIE CSCD 2013年第5期1197-1226,共30页 中国高等学校学术文摘·数学(英文)
关键词 Compound risk model Panjer recursion Bernstein approximation excess-of-loss reinsurance Compound risk model, Panjer recursion, Bernstein approximation,excess-of-loss reinsurance
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  • 1YANG Jingping, CHENG Shihong & WU Qin LMAM, Department of Financial Mathematics, Peking University, Beijing 100871, China.Recursive equations for compound distribution with the severity distribution of the mixed type[J].Science China Mathematics,2005,48(5):594-609. 被引量:2
  • 2Panjer,H. H.Recursive evaluation of a family of compound distributions[].Astin Bulletin.1981
  • 3Loeve,M.Probability Theory I, 4th ed[].New York: Springer-Verlag.1978
  • 4Gerber,H. U.On the numerical evaluation of the distribution of aggregate claims and its stop-loss premiums[].Insurance: Mathematics and Economics.1982

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