Normal approximation for random sums

Citation
D. Barbour, A. et Xia, Aihua, Normal approximation for random sums, Advances in applied probability , 38(2), 2006, pp. 693-728
ISSN journal
00018678
Volume
38
Issue
2
Year of publication
2006
Pages
693 - 728
Database
ACNP
SICI code
Abstract
In this paper, we adapt the very effective Berry-Esseen theorems of Chen and Shao (2004), which apply to sums of locally dependent random variables, for use with randomly indexed sums. Our particular interest is in random variables resulting from integrating a random field with respect to a point process. We illustrate the use of our theorems in three examples: in a rather general model of the insurance collective; in problems in geometrical probability involving stabilizing functionals; and in counting the maximal points in a two-dimensional region.