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On integral representations of operator fractional Brownian fields (1403.6179v2)
Published 24 Mar 2014 in math.PR, math.ST, and stat.TH
Abstract: Operator fractional Brownian fields (OFBFs) are Gaussian, stationary-increment vector random fields that satisfy the operator self-similarity relation {X(c{E}t)}_{t in Rm} L= {c{H}X(t)}_{t in Rm}. We establish a general harmonizable representation (Fourier domain stochastic integral) for OFBFs. Under additional assumptions, we also show how the harmonizable representation can be reexpressed as a moving average stochastic integral, thus answering an open problem described in Bierme et al.(2007), "Operator scaling stable random fields", Stochastic Processes and their Applications 117, 312--332.
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