Functional Central Limit Theorems for Local Statistics of Spatial Birth-Death Processes in the Thermodynamic Regime
Probability
2022-10-25 v3
Abstract
We present normal approximation results at the process level for local functionals defined on dynamic Poisson processes in . The dynamics we study here are those of a Markov birth-death process. We prove functional limit theorems in the so-called thermodynamic regime. Our results are applicable to several functionals of interest in the stochastic geometry literature, including subgraph and component counts in the random geometric graphs.
Keywords
Cite
@article{arxiv.2202.02766,
title = {Functional Central Limit Theorems for Local Statistics of Spatial Birth-Death Processes in the Thermodynamic Regime},
author = {Efe Onaran and Omer Bobrowski and Robert J. Adler},
journal= {arXiv preprint arXiv:2202.02766},
year = {2022}
}