Limit theorems for $p$-domain functionals of stationary Gaussian fields
Abstract
Fix an integer and refer to it as the number of growing domains. For each , fix a compact subset where . Let be the total underlying dimension. Consider a continuous, stationary, centered Gaussian field with unit variance. Finally, let be a measurable function such that for . In this paper, we investigate central and non-central limit theorems as for functionals of the form Firstly, we assume that the covariance function of is {\it separable} (that is, with ), and thoroughly investigate under what condition satisfies a central or non-central limit theorem when the same holds for for at least one (resp. for all) , where stands for a stationary, centered, Gaussian field on admitting for covariance function. When is an Hermite polynomial, we also provide a quantitative version of the previous result, which improves some bounds from A. Reveillac, M. Stauch, and C. A. Tudor, Hermite variations of the fractional brownian sheet, Stochastics and Dynamics 12 (2012). Secondly, we extend our study beyond the separable case, examining what can be inferred when the covariance function is either in the Gneiting class or is additively separable.
Cite
@article{arxiv.2402.16701,
title = {Limit theorems for $p$-domain functionals of stationary Gaussian fields},
author = {Nikolai Leonenko and Leonardo Maini and Ivan Nourdin and Francesca Pistolato},
journal= {arXiv preprint arXiv:2402.16701},
year = {2026}
}