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arxiv: 1909.13274 · v2 · pith:Q32WA2TOnew · submitted 2019-09-29 · 🧮 math.PR

Asymptotic results for stabilizing functionals of point processes having fast decay of correlations

classification 🧮 math.PR
keywords pointprocessesfastdecayexpansionsfunctionalshavingresult
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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 ${\alpha}$-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.

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