Packing dimension of images and graphs of Gaussian random fields with drift
Abstract
Let be a Gaussian random field in such that are independent, centered Gaussian random fields with continuous sample paths. Let be a Borel map and let be an analytic set. The main goal of the paper is to determine the almost sure value of the packing dimension of the image and graph of restricted to under a very mild assumption. This generalizes a result of Du, Miao, Wu and Xiao, who calculated the packing dimension of if are independent copies of the same Gaussian random field . Provided that is a fractional Brownian motion, our result is new even if and is continuous, and even if in the case of graphs. For a fractional Brownian motion we also obtain the sharp lower bound for the packing dimension of the graph of over in terms of the Hurst index of and the packing dimension of . The analogous result for images was obtained by Talagrand and Xiao.
Keywords
Cite
@article{arxiv.1610.06474,
title = {Packing dimension of images and graphs of Gaussian random fields with drift},
author = {Richárd Balka},
journal= {arXiv preprint arXiv:1610.06474},
year = {2017}
}
Comments
23 pages. Minor modifications in the Main Theorem