65th ISI World Statistics Congress 2025

65th ISI World Statistics Congress 2025

Limit theorems for stabilising functionals

Conference

65th ISI World Statistics Congress 2025

Format: IPS Abstract - WSC 2025

Session: IPS 853 - Stein's Method and Stochastic Geometry

Monday 6 October 10:50 a.m. - 12:30 p.m. (Europe/Amsterdam)

Abstract

Many statistics of point processes can be written as sums of scores, where each score represents the contribution of a point. If such a score depends only on the point process in a random neighbourhood of the point, the statistic is called stabilising. In this talk, limit theorems for stabilising functionals of underlying Poisson processes will be presented and applications such as nearest neighbour graphs and Voronoi set approximation will be considered.