Stochastics ( IF 0.9 ) Pub Date : 2022-03-17 , DOI: 10.1080/17442508.2022.2047188 Yuliya Mishura 1 , Anton Yurchenko-Tytarenko 2
In this paper, we establish a new connection between Cox–Ingersoll–Ross (CIR) and reflected Ornstein–Uhlenbeck (ROU) models driven by either a standard Wiener process or a fractional Brownian motion with . We prove that, with probability 1, the square root of the CIR process converges uniformly on compacts to the ROU process as the mean reversion parameter tends to either (in the standard case) or to 0 (in the fractional case). This also allows to obtain a new representation of the reflection function of the ROU as the limit of integral functionals of the CIR processes. The results of the paper are illustrated by simulations.
中文翻译:
标准和分数反射 Ornstein–Uhlenbeck 过程作为 Cox–Ingersoll–Ross 过程平方根的极限
在本文中,我们在 Cox-Ingersoll-Ross (CIR) 和由标准维纳过程或分数布朗运动驱动的反射 Ornstein-Uhlenbeck (ROU) 模型之间建立了新的联系. 我们证明,在概率为 1 的情况下,CIR 过程的平方根一致收敛于 ROU 过程的契约,因为均值回归参数趋向于(在标准情况下)或为 0(在小数情况下)。这也允许获得 ROU 反射函数的新表示作为 CIR 过程的积分泛函的限制。本文的结果通过模拟进行了说明。