Poisson approximation in connection with clustering of random points

Citation
Marianne Månsson, Poisson approximation in connection with clustering of random points, Annals of applied probability , 9(2), 1999, pp. 465-492
ISSN journal
10505164
Volume
9
Issue
2
Year of publication
1999
Pages
465 - 492
Database
ACNP
SICI code
Abstract
Let n particles be independently and uniformly distributed in a rectangle A.R2. Each subset consisting of k.n particles may possibly aggregate in such a way that it is covered by some translate of a given convex set C.A . The number of k-subsets which actually are covered by translates of C is denoted by W. The positions of such subsets constitute a point process on A. Each point of this process can be marked with the smallest necessary "size" of a set, of the same shape and orientation as C, which covers the particles determining the point. This results in a marked point process. The purpose of this paper is to consider Poisson process approximations of W and of the above point processes, by means of Stein's method. To this end, the exact probability for k specific particles to be covered by some translate of C is given.