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.