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链梯法中进展因子估计的数学规划法 被引量:3

Estimate the Development Factor of Chain-Ladder Method by Using Mathematical Programming
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摘要 对传统链梯法中进展因子估计方法的不足进行了简要分析,提出将两种形式的偏差函数作为目标函数,建立二次规划和目标规划模型对进展因子进行估计.同时,对不同事故年赋予不同的权重因子,以区别不同数据信息在进展因子估计中的作用,弱化异常数据对进展因子估计的影响.通过数值实验对所述方法的可行性进行验证. The drawbacks of the traditional Chain-ladder technique are analyzed briefly. Two types of deviation function which will be taken as the object function are proposed. Quadratic programming and objective program'ming are established to estimate development factor. Meanwhile, weight of each accident year is proposed to distinguish the action of different data and to abate the influence of the singularity in the estimate of the development factor. An example is shown to illustrate the availability of the methods.
出处 《数学的实践与认识》 北大核心 2015年第5期249-255,共7页 Mathematics in Practice and Theory
基金 国家自然科学基金(71371138 71171139) 全国统计科学研究计划项目(2012LY107) 天津市高等学校科技发展基金计划项目(20121004)
关键词 链梯法 进展因子 二次规划 目标规划 Chain-ladder method development factor quadratic programming objectiveprogramming
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  • 1黄文奇,何琨.求解长方体Packing问题的纯粹拟人算法[J].中国科学(F辑:信息科学),2009,39(6):617-622. 被引量:7
  • 2冯恩民,许广键,滕弘飞.带性能约束的矩形图元布局优化模型及不干涉性算法[J].高校应用数学学报(A辑),1993(1):53-60. 被引量:17
  • 3Carroll R J, Pederson S. On robustness in the logistic regression model [J]. Journal of the Royal Statistical Society, Series B, 1993,55 (3) :693 - 706.
  • 4Preisser J S, Qaqish B F. Robust regression for clustered data with applications to binary regression [J]. Biometrics 1999,55 (2) :574 - 579.
  • 5Cantoni E, Ronchetti E. Robust inference for generalized linear models [J]. Journal of the American Statistical Association ,2001,96 (455) : 1022 - 1030.
  • 6Verdonck T, Van Wouwe M, Dhaene J. A robustification of the chain -ladder method [J]. North American Actuarial Journal,2009,13 (2) : 280 - 298.
  • 7Verdonck T, Debruyne M. The influence of claims on the chain - ladder estimates : analysis and diagnostic tool [J]. Insurance : Mathematics and Economics, 2011,48 ( 1 ) : 85 - 98.
  • 8Anderson Paulo de Paiva, Jose Henrique F. A multivariate robust parameter optimization approach based on Principal Component Analysis with combined arrays [J]. Computer & Industrial Engineering,2014 (74): 186 - 198.
  • 9张晓军,孟生旺.保险精算学[M].中国人民大学出版社,2006:242.
  • 10张德富,韩水华,叶卫国.求解矩形Packing问题的砌墙式启发式算法[J].计算机学报,2008,31(3):509-515. 被引量:31

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