Journal of Theoretical Probability
https://doi.org/10.1007/s10959-019-00964-3
Hausdorff Measure of the Range of Space–Time Anisotropic
Gaussian Random Fields
Wenqing Ni
1,2
· Zhenlong Chen
1
Received: 10 April 2019 / Revised: 30 September 2019
© Springer Science+Business Media, LLC, part of Springer Nature 2019
Abstract
Let X ={ X (t ) ∈ R
d
, t ∈ R
N
} be a centered space–time anisotropic Gaussian
random field with stationary increments, whose components are independent but may
not be identically distributed. Under certain mild conditions, we determine the exact
Hausdorff measure function for the range X ([0, 1]
N
). Our result extends those in
Talagrand (Ann Probab 23:767–775, 1995) for fractional Brownian motion and Luan
and Xiao (J Fourier Anal Appl 18:118–145, 2012) for time-anisotropic and space-
isotropic Gaussian random fields.
Keywords Space–time anisotropic Gaussian random fields · Strong local
nondeterminism · Range · Hausdorff measure
Mathematics Subject Classification (2010) 60G15 · 60G17 · 60G60
1 Introduction
In probability and statistics there has been of considerable interest in studying Gaussian
random fields due to their applications in various scientific areas including physics,
engineering, hydrology, biology, economics and finance. Two important examples of
This work was supported by the National Natural Science Foundation of China (Grant No. 11971432) and
the Education and Scientific Research Foundation for Young and Middle-aged teachers of Fujian
Province, China (No. JAT170334).
B Zhenlong Chen
zlchen@zjsu.edu.cn
Wenqing Ni
wqni@jmu.edu.cn
1
School of Statistics and Mathematics, Zhejiang Gongshang University, Hangzhou 310018, China
2
School of Science, Jimei University, Xiamen 361021, China
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