Local scaling limits of L\'evy driven fractional random fields
Abstract
We obtain a complete description of local anisotropic scaling limits for a class of fractional random fields on written as stochastic integral with respect to infinitely divisible random measure. The scaling procedure involves increments of over points the distance between which in the horizontal and vertical directions shrinks as and respectively as , for some . We consider two types of increments of : usual increment and rectangular increment, leading to the respective concepts of -tangent and -rectangent random fields. We prove that for above both types of local scaling limits exist for any and undergo a transition, being independent of and , for some ; moreover, the "unbalanced" scaling limits () are -multi self-similar with one of , , equal to or . The paper extends Pilipauskait\.e and Surgailis (2017) and Surgailis (2020) on large-scale anisotropic scaling of random fields on and Benassi et al. (2004) on -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