英文文献:Multipower Variation for Brownian Semistationary Processes-布朗半静态过程的多幂变异
英文文献作者:Ole E. Barndorff-Nielsen,José Manuel Corcuera,Mark Podolskij
英文文献摘要:
In this paper we study the asymptotic behaviour of power and multipower variations of stochastic processes. Processes of the type considered serve in particular, to analyse data of velocity increments of a fluid in a turbulence regime with spot intermittency sigma. The purpose of the present paper is to determine the probabilistic limit behaviour of the (multi)power variations of Y, as a basis for studying properties of the intermittency process. Notably the processes Y are in general not of the semimartingale kind and the established theory of multipower variation for semimartingales does not suffice for deriving the limit properties. As a key tool for the results a general central limit theorem for triangular Gaussian schemes is formulated and proved. Examples and an application to realised variance ratio are given.
本文研究了随机过程的幂次变化和多次变化的渐近性态。所考虑的这类过程特别用于分析带有局部间断sigma的湍流状态下流体的速度增量数据。本文的目的是确定Y的(多)次幂变化的概率极限行为,作为研究间歇过程性质的基础。值得注意的是,这些过程一般不属于半鞅类,并且所建立的半鞅多幂变分理论还不能充分地导出极限性质。作为得到结果的关键工具,给出并证明了三角高斯格式的一般中心极限定理。给出了实现方差比的实例和应用。


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