生成几何分数布朗运动的样本路径及其收敛性

IF 0.6 4区 数学 Q3 MATHEMATICS
H. Choe, J. Chu, Jong-Eun Kim
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引用次数: 0

摘要

导出了几何分数布朗运动的离散时间模型。给出了市场受几何分数布朗运动驱动时金融衍生品的数值定价方案。通过收敛性分析,保证了蒙特卡罗模拟的收敛性。该方案的强收敛速率为H阶,即赫斯特参数。为了得到我们的模型,我们需要通过Malliavin演算将随机微分方程的Wick积项转换为Wick自由离散方程,但我们的模型不包括Malliavin导数项。最后,我们对期权定价进行了数值实验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Generating sample paths and their convergence of the geometric fractional brownian motion
We derive discrete time model of the geometric fractional Brownian motion. It provides numerical pricing scheme of financial derivatives when the market is driven by geometric fractional Brownian motion. With the convergence analysis, we guarantee the convergence of Monte Carlo simulations. The strong convergence rate of our scheme has order H which is Hurst parameter. To obtain our model we need to convert Wick product term of stochastic differential equation into Wick free discrete equation through Malliavin calculus but ours does not include Malliavin derivative term. Finally, we include several numerical experiments for the option pricing.
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来源期刊
CiteScore
0.80
自引率
20.00%
发文量
0
审稿时长
6 months
期刊介绍: This journal endeavors to publish significant research of broad interests in pure and applied mathematics. One volume is published each year, and each volume consists of six issues (January, March, May, July, September, November).
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