Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
1156473 | Stochastic Processes and their Applications | 2014 | 18 Pages |
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)
Authors
Dalibor Volný, Yizao Wang,