Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
1157041 | Stochastic Processes and their Applications | 2007 | 21 Pages |
Abstract
A scalar valued random field {X(x)}x∈Rd{X(x)}x∈Rd is called operator-scaling if for some d×dd×d matrix EE with positive real parts of the eigenvalues and some H>0H>0 we have{X(cEx)}x∈Rd=f.d.{cHX(x)}x∈Rdfor all c>0, where =f.d. denotes equality of all finite-dimensional marginal distributions. We present a moving average and a harmonizable representation of stable operator scaling random fields by utilizing so called EE-homogeneous functions φφ, satisfying φ(cEx)=cφ(x)φ(cEx)=cφ(x). These fields also have stationary increments and are stochastically continuous. In the Gaussian case, critical Hölder-exponents and the Hausdorff-dimension of the sample paths are also obtained.
Keywords
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Physical Sciences and Engineering
Mathematics
Mathematics (General)
Authors
Hermine Biermé, Mark M. Meerschaert, Hans-Peter Scheffler,