利用Malliavin演算和算子分裂的跳跃扩散的高阶弱近似

IF 0.8 Q3 STATISTICS & PROBABILITY Monte Carlo Methods and Applications Pub Date : 2022-02-26 DOI:10.1515/mcma-2022-2109
Naho Akiyama, Toshihiro Yamada
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引用次数: 0

摘要

摘要利用Malliavin微积分方法和算子分裂方法,提出了一种新的跳跃扩散过程期望的高阶离散化方案。为了将该方法应用于财务问题,假设目标期望的检验函数仅为Lipschitz连续函数。然后使用Kusuoka的估计来证明所提出的离散化方案。文中给出了该算法的实现实例。
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A high order weak approximation for jump-diffusions using Malliavin calculus and operator splitting
Abstract The paper introduces a novel high order discretization scheme for expectation of jump-diffusion processes by using a Malliavin calculus approach and an operator splitting method. The test function of the target expectation is assumed to be only Lipschitz continuous in order to apply the method to financial problems. Then Kusuoka’s estimate is employed to justify the proposed discretization scheme. The algorithm with a numerical example is shown for implementation.
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来源期刊
Monte Carlo Methods and Applications
Monte Carlo Methods and Applications STATISTICS & PROBABILITY-
CiteScore
1.20
自引率
22.20%
发文量
31
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