Solving life-cycle problems with biometric risk by artificial insurance markets

IF 1.6 3区 经济学 Q3 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Scandinavian Actuarial Journal Pub Date : 2021-08-19 DOI:10.1080/03461238.2021.1966831
Christoph Hambel, H. Kraft, Claus Munk
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Abstract

We study canonical consumption-savings problems of an individual involving uninsurable biometric risk. These problems are important in many applications from insurance economics and actuarial science. Since biometric risk is uninsurable, closed-form solutions do not exist and thus the problems must be approached by numerical methods. We propose a powerful approach where the solution is obtained by optimizing over a parametrized family of consumption strategies. In settings with mortality risk, critical illness risk, and habit formation, our solution method outperforms the well-established finite-difference approach both in run time and in precision. Our method also delivers a precision measure and closed-form representations of the optimal controls.
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通过人工保险市场解决生物特征风险的生命周期问题
我们研究了涉及不可保险生物特征风险的个体典型消费-储蓄问题。这些问题在保险经济学和精算科学的许多应用中都很重要。由于生物识别风险是不可保险的,因此不存在封闭形式的解决方案,因此必须通过数值方法来解决问题。我们提出了一种强大的方法,其中通过优化参数化的消费策略族来获得解决方案。在具有死亡风险、危重疾病风险和习惯形成的环境中,我们的解决方法在运行时间和精度上都优于公认的有限差分方法。我们的方法还提供了最优控制的精确测量和封闭形式表示。
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来源期刊
Scandinavian Actuarial Journal
Scandinavian Actuarial Journal MATHEMATICS, INTERDISCIPLINARY APPLICATIONS-STATISTICS & PROBABILITY
CiteScore
3.30
自引率
11.10%
发文量
38
审稿时长
>12 weeks
期刊介绍: Scandinavian Actuarial Journal is a journal for actuarial sciences that deals, in theory and application, with mathematical methods for insurance and related matters. The bounds of actuarial mathematics are determined by the area of application rather than by uniformity of methods and techniques. Therefore, a paper of interest to Scandinavian Actuarial Journal may have its theoretical basis in probability theory, statistics, operations research, numerical analysis, computer science, demography, mathematical economics, or any other area of applied mathematics; the main criterion is that the paper should be of specific relevance to actuarial applications.
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