用于定期保费变额年金定价和对冲的条件矩匹配和分层逼近法

IF 1 4区 数学 Q3 STATISTICS & PROBABILITY
Xiao Wei, Xingchi Gu
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引用次数: 0

摘要

本文扩展了使用对数正态分布和伽玛分布的分层逼近法(首次引入用于亚洲期权的定价),推导出一个用于定期保费变额年金定价和对冲的近似公式。我们使用矩匹配法将对数正态分布和伽玛分布拟合为给定标的资产终值的时间间隔上标的资产积分的条件分布。用于计算标的资产积分期望值的高度振荡双积分被简化为单积分,从而大大减少了定期保费变额年金定价的计算时间。这种方法使我们能够构建一种不同于现有文献中用于定期保费变额年金嵌入式期权的 delta 对冲策略。与现有的定期保费变额年金定价研究相比,我们利用分层逼近法获得了比偏微分方程数值法更精确的结果,并发现定期保费变额年金的定价不足问题比现有文献所述的更为严重。我们进一步研究了各种情况下单一保费和周期保费变额年金之间的价格差距,并考察了模型和产品参数对价格差距的影响。我们通过实例检验了所提方法的稳健性和准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Conditional Moment Matching and Stratified Approximation for Pricing and Hedging Periodic-Premium Variable Annuities

Conditional Moment Matching and Stratified Approximation for Pricing and Hedging Periodic-Premium Variable Annuities

This paper extends the stratified approximation method using lognormal and gamma distributions - first introduced to price Asian options - to derive a close formula for pricing and hedging of periodic-premium variable annuities. We used the moment matching method to fit the lognormal and gamma distributions to the conditional distribution of the integral of the underlying asset on a time interval, given the terminal value of the underlying asset. The highly oscillating double integrals for computing an expectation about the integral of the underlying assets are simplified down to a single integral, which greatly reduces the computation time for pricing periodic-premium variable annuities. This method allowed us to construct a different delta hedging strategy, other than the one used in the existing literature for embedded option of periodic-premium variable annuities. Compared with the existing research on pricing periodic-premium variable annuities, we obtained more accurate results using the stratified approximation method than the numerical method of partial differential equations, and found that the underpricing problem with periodic-premium variable annuities is even more severe than previously stated in existing literature. We further investigated the price gap between single-premium and periodic-premium variable annuities in a variety of settings, and examined the impact that the model and product parameters had on the price gap. The robustness and accuracy of the proposed method is tested by numerical examples.

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来源期刊
CiteScore
1.70
自引率
0.00%
发文量
58
审稿时长
6-12 weeks
期刊介绍: Methodology and Computing in Applied Probability will publish high quality research and review articles in the areas of applied probability that emphasize methodology and computing. Of special interest are articles in important areas of applications that include detailed case studies. Applied probability is a broad research area that is of interest to many scientists in diverse disciplines including: anthropology, biology, communication theory, economics, epidemiology, finance, linguistics, meteorology, operations research, psychology, quality control, reliability theory, sociology and statistics. The following alphabetical listing of topics of interest to the journal is not intended to be exclusive but to demonstrate the editorial policy of attracting papers which represent a broad range of interests: -Algorithms- Approximations- Asymptotic Approximations & Expansions- Combinatorial & Geometric Probability- Communication Networks- Extreme Value Theory- Finance- Image Analysis- Inequalities- Information Theory- Mathematical Physics- Molecular Biology- Monte Carlo Methods- Order Statistics- Queuing Theory- Reliability Theory- Stochastic Processes
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