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Strong local nondeterminism and exact modulus of continuity for spherical Gaussian fields
Authors:Xiaohong Lan  Domenico Marinucci  Yimin Xiao
Affiliation:1. School of Mathematical Sciences, University of Science and Technology of China, Hefei, 230061, People’s Republic of China;2. Department of Mathematics, University of Rome Tor Vergata, via dell Ricerca Scientifica 1, 00133, Roma, Italy;3. Department of Statistics and Probability, Michigan State University, East Lansing, MI, 488224, USA
Abstract:In this paper, we are concerned with sample path properties of isotropic spherical Gaussian fields on S2. In particular, we establish the property of strong local nondeterminism of an isotropic spherical Gaussian field based on the high-frequency behaviour of its angular power spectrum; we then exploit this result to establish an exact uniform modulus of continuity for its sample paths. We also discuss the range of values of the spectral index for which the sample functions exhibit fractal or smooth behaviour.
Keywords:60G6  60G17  60G15  42C40  Spherical Gaussian fields  Strong local nondeterminism  Uniform modulus of continuity  Spherical wavelets
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