The Log-Asset Dynamic with Euler-Maruyama Scheme under Wishart Processes

Raphael Naryongo, P. Ngare, A. Waititu
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引用次数: 2

Abstract

This article deals with Wishart process which is defined as matrix generalization of a squared Bessel process. We consider a single risky asset pricing model whose volatility is described by Wishart affine diffusion processes. The multifactor volatility specification enables this model to be flexible enough to describe the market prices for short or long maturities. The aim of the study is to derive the log-asset returns dynamic under the double Wishart stochastic volatility model. The corrected Euler–Maruyama discretization technique is applied in order to obtain the numerical solution of the log-asset return dynamic under Bi-Wishart processes. The numerical examples show the effect of the model parameters on the asset returns under the double Wishart volatility model.
Wishart过程下Euler-Maruyama方案的对数资产动态
本文讨论了Wishart过程,它被定义为平方贝塞尔过程的矩阵推广。我们考虑一个单一的风险资产定价模型,其波动率由Wishart仿射扩散过程描述。多因素波动率规范使该模型具有足够的灵活性,可以描述短期或长期的市场价格。研究的目的是推导双Wishart随机波动模型下对数资产的动态收益。为了得到Bi-Wishart过程下对数资产收益动态的数值解,采用了修正的Euler-Maruyama离散化技术。数值算例显示了双Wishart波动率模型下模型参数对资产收益的影响。
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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