Asymptotic results for stabilizing functionals of point processes having fast decay of correlations
Abstract
We establish precise bounds on cumulants for a rather general class of non-linear geometric functionals satisfying the stabilization property under a simple, stationary (marked) point process admitting fast decay of its correlation functions and thereby conclude a Berry-Esseen bound, a concentration inequality, a moderate deviation principle and a Marcinkiewicz-Zygmund-type strong law of large numbers. The result is applied to the germ-grain model as well as to random sequential absorption for -determinantal point processes having fast decaying kernels and certain Gibbsian point processes. The proof relies on cumulant expansions using a clustering result as well as factorial moment expansions for point processes.
Keywords
Cite
@article{arxiv.1909.13274,
title = {Asymptotic results for stabilizing functionals of point processes having fast decay of correlations},
author = {Marcel Fenzl},
journal= {arXiv preprint arXiv:1909.13274},
year = {2020}
}
Comments
38 pages; corrected typos; added some remarks for a better presentation