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  • 标题:Classifying the Tails of Loss Distributions
  • 本地全文:下载
  • 作者:Leigh J. Halliwell, FCAS, MAAA
  • 期刊名称:Casualty Actuarial Society Forum
  • 印刷版ISSN:1046-6487
  • 出版年度:2013
  • 卷号:2
  • 出版社:CAS
  • 摘要:Of the several classifications which actuaries have proposed for the heaviness of loss-distribution tails, none has been generally accepted. Here we will show that the ultimate settlement rate, or asymptotic failure rate, provides a natural tripartite division into light, medium, and heavy tails. We prove that all the positive moments of light- and medium-tailed distributions are finite. Within the heavy-tailed distributions, we will define very heavy-tailed and super heavy-tailed, and we will explain how the power and exponential transformations are the basis for these subdivisions. An appendix relates extreme value theory to our findings.
  • 关键词:loss distribution; ultimate settlement rate; power transform; exponential transform; extreme value theory
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