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Anisotropic scaling limits of long-range dependent linear random fields on [formula omitted].

Authors :
Surgailis, Donatas
Source :
Journal of Mathematical Analysis & Applications. Apr2019, Vol. 472 Issue 1, p328-351. 24p.
Publication Year :
2019

Abstract

Abstract We provide a complete description of anisotropic scaling limits of stationary linear random field (RF) on Z 3 with long-range dependence and moving average coefficients decaying as O (| t i | − q i ) in the i th direction, i = 1 , 2 , 3. The scaling limits are taken over rectangles in Z 3 whose sides increase as O (λ γ i ) , i = 1 , 2 , 3 when λ → ∞ , for any fixed γ i > 0 , i = 1 , 2 , 3. We prove that all these limits are Gaussian RFs whose covariance structure is determined by the fulfillment or violation of the balance conditions γ i q i = γ j q j , 1 ≤ i < j ≤ 3. The paper extends recent results in Puplinskaitė and Surgailis (2015, 2016) [27,28] , Pilipauskaitė and Surgailis (2016, 2017) [31,29] on anisotropic scaling of long-range dependent RFs from dimension 2 to dimension 3. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0022247X
Volume :
472
Issue :
1
Database :
Academic Search Index
Journal :
Journal of Mathematical Analysis & Applications
Publication Type :
Academic Journal
Accession number :
133623310
Full Text :
https://doi.org/10.1016/j.jmaa.2018.11.027