A central limit theorem for the isotropic random sphere

A central limit theorem for the isotropic random sphere

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Article ID: iaor1997314
Country: United Kingdom
Volume: 27
Issue: 3
Start Page Number: 642
End Page Number: 651
Publication Date: Sep 1995
Journal: Advances in Applied Probability
Authors:
Abstract:

Let equ1 be a real-valued, homogeneous, and isotropic random field indexed in equ2. When restricted to those indices equ3 with equ4, the Euclidean length of equ5, equal to r (a positive constant), then the random field equ6 resides on the surface of a sphere of radius r. Using a modified stratified spherical sampling plan (Brown) equ7 on th sphere, define equ8 to be a realization of the random process and equ9 to be the cardinality of equ10. Without specifying the dependence structure of equ11 nor the marginal distribution of the equ12's, conditions for asymptotic normality of the standadized sample mean, equ13, are given. The conditions on equ14 and equ15 are motivated by te ideas and results for dependent stationary sequences.

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