English

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 Rd\mathbb{R}^d. 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}
}