WorksMathematics
Three quantitative central limit theorems for the unbounded excursion component of a Gaussian field
Abstract · v1
For a class of smooth stationary Gaussian fields, we study the fluctuations of the volume, surface area and Euler characteristic of the unbounded excursion component in growing boxes . We establish nondegenerate central limit theorems for all three functionals throughout the supercritical regime in every dimension . We further quantify these central limit theorems by establishing Berry–Esseen bounds of order in Kolmogorov distance, where depend on the regularity and decay assumptions. Especially for the Bargmann–Fock field, we obtain a Berry–Esseen bound of for all three functionals. A matching lower bound shows that this rate is sharp for the Euler characteristic. For the volume, we improve the previously known rate of . We mainly use Stein's method and moment bounds for differences arising from white-noise resampling to finish our proof.
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