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System and Method for Longevity/Mortality Derivatives Pricing and Risk Management

机译:长寿/抵押品衍生产品定价和风险管理的系统和方法

摘要

A computer-implemented method and system which can be used for assessing and quantifying the longevity (mortality) risk and pricing the longevity (mortality) derivatives by using Asymmetric Jump Diffusion (AJD) Model is disclosed. Longevity risk (Mortality risk), which is defined as the uncertainty associated with the overestimation (underestimation) of the mortality rate, is faced by annuity providers, pension funds and life insurers. The AJD method and system, composed of means, introduce an appropriate probability density function at higher accuracy to capturing the leptokurtosis feature and the asymmetric jump feature of the mortality rate risk. The method and system include means for decomposing the mortality rate, means for capturing the time-specific indicator trend feature; means for calibrating the AJD model by Maximum Likelihood Estimation (MLE) procedure, means for projecting future mortality rate by Monte-Carlo simulation and means for pricing the derivatives with implied market price of risk.
机译:公开了一种计算机实现的方法和系统,其可以用于通过使用非对称跳跃扩散(AJD)模型来评估和量化寿命(死亡率)风险并为寿命(死亡率)衍生物定价。年金提供者,养老基金和人寿保险公司面临着长寿风险(Mortality risk,长寿风险),这是与死亡率高估(低估)相关的不确定性。由手段组成的AJD方法和系统以更高的精度引入了适当的概率密度函数,以捕获死亡率风险的瘦态特征和不对称跳跃特征。该方法和系统包括用于分解死亡率的装置,用于捕获特定时间指标趋势特征的装置;通过最大似然估计(MLE)程序校准AJD模型的方法,通过蒙特卡洛模拟预测未来死亡率的方法,以及根据隐含的市场风险价格对衍生工具进行定价的方法。

著录项

  • 公开/公告号US2011264601A1

    专利类型

  • 公开/公告日2011-10-27

    原文格式PDF

  • 申请/专利权人 YINGLU DENG;

    申请/专利号US20100766360

  • 发明设计人 YINGLU DENG;

    申请日2010-04-23

  • 分类号G06Q40/00;G06N5/02;

  • 国家 US

  • 入库时间 2022-08-21 18:16:14

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