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Functional Central Limit Theorems for Local Statistics of Spatial Birth-Death Processes in the Thermodynamic Regime

Authors :
Onaran, Efe
Bobrowski, Omer
Adler, Robert J.
Publication Year :
2022

Abstract

We present normal approximation results at the process level for local functionals defined on dynamic Poisson processes in $\mathbb{R}^d$. 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.

Details

Language :
English
Database :
OpenAIRE
Accession number :
edsair.doi.dedup.....d494a0fcdfb10042942fa697c5f55fe8