Kahane–Khintchine inequalities and functional central limit theorem for stationary random fields
We establish new Kahane–Khintchine inequalities in Orlicz spaces induced by exponential Young functions for stationary real random fields which are bounded or satisfy some finite exponential moment condition. Next, we give sufficient conditions for partial sum processes indexed by classes of sets sa...
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Published in | Stochastic processes and their applications Vol. 102; no. 2; pp. 285 - 299 |
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Main Author | |
Format | Journal Article |
Language | English |
Published |
Amsterdam
Elsevier B.V
01.12.2002
Elsevier Science Elsevier |
Series | Stochastic Processes and their Applications |
Subjects | |
Online Access | Get full text |
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Summary: | We establish new Kahane–Khintchine inequalities in Orlicz spaces induced by exponential Young functions for stationary real random fields which are bounded or satisfy some finite exponential moment condition. Next, we give sufficient conditions for partial sum processes indexed by classes of sets satisfying some metric entropy condition to converge in distribution to a set-indexed Brownian motion. Moreover, the class of random fields that we study includes
φ-mixing and martingale difference random fields. |
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ISSN: | 0304-4149 1879-209X |
DOI: | 10.1016/S0304-4149(02)00178-3 |