Article ID Journal Published Year Pages File Type
1156187 Stochastic Processes and their Applications 2009 22 Pages PDF
Abstract

Let {{XH(t),t∈RN},H∈(0,1)N}{{XH(t),t∈RN},H∈(0,1)N} be a family of (N,d)(N,d)-anisotropic Gaussian random fields with generalized Hurst indices H=(H1,…,HN)∈(0,1)NH=(H1,…,HN)∈(0,1)N. Under certain general conditions, we prove that the local time of {XH0(t),t∈RN}{XH0(t),t∈RN} is jointly continuous whenever ∑ℓ=1N1/Hℓ0>d. Moreover we show that, when HH approaches H0H0, the law of the local times of XH(t)XH(t) converges weakly [in the space of continuous functions] to that of the local time of XH0XH0. The latter theorem generalizes the result of [M. Jolis, N. Viles, Continuity in law with respect to the Hurst parameter of the local time of the fractional Brownian motion, J. Theoret. Probab. 20 (2007) 133–152] for one-parameter fractional Brownian motions with values in RR to a wide class of (N,d)(N,d)-Gaussian random fields. The main argument of this paper relies on the recently developed sectorial local nondeterminism for anisotropic Gaussian random fields.

Related Topics
Physical Sciences and Engineering Mathematics Mathematics (General)
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