Large deviation probabilities for the number of vertices of random polytopes in the ball

Citation
Calka, Pierre et Schreiber, Tomasz, Large deviation probabilities for the number of vertices of random polytopes in the ball, Advances in applied probability , 38(1), 2006, pp. 47-58
ISSN journal
00018678
Volume
38
Issue
1
Year of publication
2006
Pages
47 - 58
Database
ACNP
SICI code
Abstract
In this paper we establish large deviation results on the number of extreme points of a homogeneous Poisson point process in the unit ball of Rd. In particular, we deduce an almost-sure law of large numbers in any dimension. As an auxiliary result we prove strong localization of the extreme points in an annulus near the boundary of the ball.