Fractional Brownian motion in financial engineering models

Q3 Mathematics
V. Yanishevskyi, L. Nodzhak
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引用次数: 1

Abstract

An application of fractional Brownian motion (fBm) is considered in stochastic financial engineering models. For the known Fokker–Planck equation for the fBm case, a solution for transition probability density for the path integral method was built. It is shown that the mentioned solution does not result from the Gaussian unit of fBm with precise covariance. An expression for approximation of fBm covariance was found for which solutions are found based on the Gaussian measure of fBm and those found based on the known Fokker–Planck equation match.
金融工程模型中的分数布朗运动
研究了分数阶布朗运动在随机金融工程模型中的应用。针对已知的fBm情况下的Fokker-Planck方程,建立了路径积分法的转移概率密度解。结果表明,上述解不是由精确协方差的fBm的高斯单元得到的。找到了fBm协方差近似表达式,该表达式的解是基于fBm的高斯测度和基于已知的Fokker-Planck方程匹配得到的解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Mathematical Modeling and Computing
Mathematical Modeling and Computing Computer Science-Computational Theory and Mathematics
CiteScore
1.60
自引率
0.00%
发文量
54
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