基于Heston模型的最低累积收益保障变额年金产品定价研究

Valuation of Guaranteed Minimum Accumulation Benefits Based on Heston Model

  • 摘要: 本文在Heston模型的框架下,利用向后递推的方法推导出最低累积收益保障(GMAB)产品的价值递推公式.为简化递推公式中的未知函数的积分形式,采用高斯J点积分离散化技术,并利用框架对偶投影(PROJ)算法对对数资产价格的条件密度函数进行近似,从而得出了GMAB产品的数值计算公式.通过数值实验,结果表明PROJ算法能够有效地对Heston模型下的GMAB产品进行估值,并探讨了模型参数对估值结果的影响.

     

    Abstract: Within the framework of the Heston model, this paper derives the recursive valuation formula for guaranteed minimum accumulation benefit (GMAB) products using a backward recursion approach. To simplify the integral form of the unknown functions in the recursive formula, the Gaussian-J integration technique is employed. Additionally, the frame duality projection (PROJ) algorithm is utilized to approximate the conditional density function of the logarithmic asset price, leading to the numerical calculation formula for GMAB products. Numerical experiments demonstrate that the PROJ algorithm effectively values GMAB products under the Heston model and explores the impact of model parameters on the valuation results.

     

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