Valuing variable annuities with path-dependent surrender guarantees under regime-switching Lévy models

IF 1.6 3区 经济学 Q3 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Scandinavian Actuarial Journal Pub Date : 2022-08-01 DOI:10.1080/03461238.2022.2099296
Meiqiao Ai, Zhimin Zhang, Dan Zhu
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引用次数: 3

Abstract

Variable annuities with complex surrender features are nowadays increasingly popular for managing longevity risks. The study of their accurate pricing and sensitivity analysis is one of the main actuarial research topics. This paper studies the valuation problem of variable annuity contracts with guaranteed minimum maturity benefits on a set of predetermined discrete tenor dates under regime-switching Lévy models. Extending from existing vanilla payoffs, we consider the guaranteed minimum maturity benefits with lookback and geometric average features. We customise the dynamic programming principle to solve the corresponding optimal stopping problem, relying on some semi-analytical valuation formulae resulting from an acute Fourier cosine series expansion. Finally, numerical illustrations are provided to show the accuracy and efficiency of the proposed method. We also demonstrate the use of our proposed method in a range of sensitivity analysis exercises, which shed light on the pricing and risk management of complex variable annuity products.
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制度转换lsamvy模型下具有路径依赖退保保证的可变年金价值评估
具有复杂退保特性的可变年金在管理长寿风险方面越来越受欢迎。其准确定价和敏感性分析研究是精算研究的主要课题之一。本文研究了在制度转换lsamvy模型下,具有保证最小到期收益的一组预定离散期限的可变年金合同的估值问题。从现有的香草收益扩展,我们考虑具有回溯和几何平均特征的保证最小期限收益。我们定制了动态规划原理来解决相应的最优停止问题,依靠一些由急性傅立叶余弦级数展开得到的半解析估值公式。最后给出了数值算例,验证了该方法的准确性和有效性。我们还展示了在一系列敏感性分析练习中使用我们提出的方法,这揭示了复杂可变年金产品的定价和风险管理。
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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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