Gaussian limits for random measures in geometric probability

被引:63
作者
Baryshnikov, Y
Yukich, JE
机构
[1] Bell Labs, Lucent Technol, Murray Hill, NJ 07974 USA
[2] Lehigh Univ, Dept Math, Bethlehem, PA 18015 USA
关键词
Gaussian fields; cluster measures; central limit theorems; random Euclidean graphs; random sequential packing; Boolean models;
D O I
10.1214/105051604000000594
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We establish Gaussian limits for general measures induced by binomial and Poisson point processes in d-dimensional space. The limiting Gaussian field has a covariance functional which depends on the density of the point process. The general results are used to deduce central limit theorems for measures induced by random graphs (nearest neighbor, Voronoi and sphere of influence graph), random sequential packing models (ballistic deposition and spatial birth-growth models) and statistics of germ-grain models.
引用
收藏
页码:213 / 253
页数:41
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