随机波动和随机跳跃强度下的可变年金估值

IF 1.6 3区 经济学 Q3 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Scandinavian Actuarial Journal Pub Date : 2022-11-21 DOI:10.1080/03461238.2022.2144432
Wei Zhong, Dan Zhu, Zhimin Zhang
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引用次数: 1

摘要

我们提出了一种有效的评估方法来确定可变年金合同中保证的最小收益,其中对数价格遵循具有随机波动率的跳跃-扩散模型。特别是,我们允许单独的Cox-Ingersoll-Ross过程用于潜在波动率和跳跃强度,每个过程都与现货价格的扩散项相关。为了对这种复杂随机性质下的契约进行估值,我们采用了框架对偶投影方法的最新进展,随机过程近似于其期望。作为推导出的透明分析表达式的副产品,我们推导出了相关的希腊,为风险管理提供了实际基础。数值实验证明了该方法的准确性和有效性。
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Valuation of variable annuities under stochastic volatility and stochastic jump intensity
We present an efficient valuation approach for guaranteed minimum benefits embedded in variable annuity contracts, where the log price follows a jump-diffusion model with stochastic volatilities. In particular, we allow separate Cox-Ingersoll-Ross processes for the underlying volatility and the jump intensity, each correlated with the diffusion term of the spot price. To value the contract under such complex stochastic nature, we rely on the recent advances in the frame dual projection methods with the stochastic process approximated by its expectation. As a byproduct of the transparent analytical expression derived, we derive the associated Greeks that provide a practical basis for risk management. Numerical experiments demonstrate the accuracy and efficiency of the proposed method.
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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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