Title of article
An invariance principle for stationary random fields under Hannan’s condition
Author/Authors
Voln، نويسنده , , Dalibor and Wang، نويسنده , , Yizao، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2014
Pages
18
From page
4012
To page
4029
Abstract
We establish an invariance principle for a general class of stationary random fields indexed by Z d , under Hannan’s condition generalized to Z d . 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.
Keywords
Invariance principle , Brownian sheet , Random field , weak dependence , Hannan’s condition , Orthomartingale
Journal title
Stochastic Processes and their Applications
Serial Year
2014
Journal title
Stochastic Processes and their Applications
Record number
1579494
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