Central limit theorems for functionals of stationary germ-grain models

Citation
Pantle, Ursa et al., Central limit theorems for functionals of stationary germ-grain models, Advances in applied probability , 38(1), 2006, pp. 76-94
ISSN journal
00018678
Volume
38
Issue
1
Year of publication
2006
Pages
76 - 94
Database
ACNP
SICI code
Abstract
Conditions are derived for the asymptotic normality of a general class of vector-valued functionals of stationary Boolean models in the d-dimensional Euclidean space, where a Lindeberg-type central limit theorem for m-dependent random fields, m . N, is applied. These functionals can be used to construct joint estimators for the vector of specific intrinsic volumes of the underlying Boolean model. Extensions to functionals of more general germ.grain models satisfying some mixing and integrability conditions are also discussed.