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
Link To Document :
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