Article ID Journal Published Year Pages File Type
1156473 Stochastic Processes and their Applications 2014 18 Pages PDF
Abstract

We establish an invariance principle for a general class of stationary random fields indexed by ZdZd, under Hannan’s condition generalized to ZdZd. To do so we first establish a uniform integrability result for stationary orthomartingales, and second we establish a coboundary decomposition for certain stationary random fields. At last, we obtain an invariance principle by developing an orthomartingale approximation. Our invariance principle improves known results in the literature, and particularly we require only finite second moment.

Related Topics
Physical Sciences and Engineering Mathematics Mathematics (General)
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