English

Local scaling limits of L\'evy driven fractional random fields

Probability 2022-09-07 v3

Abstract

We obtain a complete description of local anisotropic scaling limits for a class of fractional random fields XX on R2{\mathbb{R}}^2 written as stochastic integral with respect to infinitely divisible random measure. The scaling procedure involves increments of XX over points the distance between which in the horizontal and vertical directions shrinks as O(λ)O(\lambda) and O(λγ)O(\lambda^\gamma) respectively as λ0\lambda \downarrow 0, for some γ>0\gamma>0. We consider two types of increments of XX: usual increment and rectangular increment, leading to the respective concepts of γ\gamma-tangent and γ\gamma-rectangent random fields. We prove that for above XX both types of local scaling limits exist for any γ>0\gamma>0 and undergo a transition, being independent of γ>γ0\gamma>\gamma_0 and γ<γ0\gamma<\gamma_0, for some γ0>0\gamma_0>0; moreover, the "unbalanced" scaling limits (γγ0\gamma\ne\gamma_0) are (H1,H2)(H_1,H_2)-multi self-similar with one of HiH_i, i=1,2i=1,2, equal to 00 or 11. The paper extends Pilipauskait\.e and Surgailis (2017) and Surgailis (2020) on large-scale anisotropic scaling of random fields on Z2{\mathbb{Z}}^2 and Benassi et al. (2004) on 11-tangent limits of isotropic fractional L\'evy random fields.

Keywords

Cite

@article{arxiv.2102.00732,
  title  = {Local scaling limits of L\'evy driven fractional random fields},
  author = {Vytautė Pilipauskaitė and Donatas Surgailis},
  journal= {arXiv preprint arXiv:2102.00732},
  year   = {2022}
}

Comments

Accepted for publication in Bernoulli

R2 v1 2026-06-23T22:43:00.336Z