Asymptotics of Superposition of Point Processes

被引:0
|
作者
Decreusefond, L. [1 ]
Vasseur, A. [1 ]
机构
[1] Telecom ParisTech, Inst Mines Telecom, LTCI UMR 5141, Paris, France
关键词
Stochastic geometry; Ginibre point process; beta-Ginibre point process; Poisson point process; Stein's method;
D O I
10.1007/978-3-319-25040-3_21
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The characteristic independence property of Poisson point processes gives an intuitive way to explain why a sequence of point processes becoming less and less repulsive can converge to a Poisson point process. The aim of this paper is to show this convergence for sequences built by superposing, thinning or rescaling determinantal processes. We use Papangelou intensities and Stein's method to prove this result with a topology based on total variation distance.
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页码:187 / 194
页数:8
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