关于多元布朗极值分布的注记

M. Escobar, J. Hernández
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引用次数: 4

摘要

本文给出了一些相关矩阵多维维纳过程的端点和极小值联合概率的封闭解。这是文献中发现的联合概率的唯一显式表达式。由于涉及反射生成的不可约球面简形体的基本区域以及与图像方法的联系,因此只能对特殊的相关结构进行分析。这种联合分布可以在金融数学中用于获得信贷或市场相关产品的高维价格。该解决方案可以推广到解释随机波动和金融市场的其他风格化特征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Note on the Distribution of Multivariate Brownian Extrema
This paper presents a closed-form solution for the joint probability of the endpoints and minimums of a multidimensional Wiener process for some correlation matrices. This is the only explicit expressions found in the literature for this joint probability. The analysis can only be carried out for special correlation structures as it is related to the fundamentals regions of irreducible spherical simplexes generated by reflections and the link to the method of images. This joint distribution can be used in financial mathematics to obtain prices of credit or market related products in high dimension. The solution could be generalized to account for stochastic volatility and other stylized features of the financial markets.
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