Abstract
Gaussian homogeneous fields on two-dimensional Euclidean space are considered, whose correlation functions behave at zero in a power-law manner along each of the coordinates. Exact asymptotics are evaluated for the exceedances probabilities above infinitely growing levels on lattices with different densities along each coordinate and with infinitely decreased lattice density. Relations between the evaluated asymptotic behavior and corresponding ones in continuous time at various rates of lattice densities are discussed.
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REFERENCES
V. I. Piterbarg, ‘‘Discrete and continuous time extremes of Gaussian processes,’’ Extremes 7, 161–177 (2004). https://doi.org/10.1007/s10687-005-6198-8
I. A. Kozik and V. I. Piterbarg, ‘‘High excursions of Gaussian nonstationary processes in discrete time,’’ Fundam. Prikl. Mat. 22 (2), 159–169 (2018).
J. Pickands, III, ‘‘Upcrossing probabilities for stationary Gaussian processes,’’ Trans. Am. Math. Soc. 145, 51–73 (1969). https://doi.org/10.1090/S0002-9947-1969-0250367-X
V. I. Piterbarg, Asymptotic Methods in the Theory of Gaussian Processes and Fields, Translations of Mathematical Monographs, Vol. 148 (Am. Math. Soc., Providence, R.I., 1996).
V. I. Piterbarg, Twenty Five Lectures on Gaussian Processes (MTsNMO, Moscow, 2015).
B. Yakir, Extremes in Random Fields: A Theory and Its Applications, Wiley Series in Probability and Statistics (Wiley, 2013).
K. Dȩbicki, Z. Michna, and T. Rolski, ‘‘Simulation of the asymptotic constant in some fluid models,’’ Stochastic Models 19, 407–423 (2003). https://doi.org/10.1081/STM-120023567
E. Vanem, ‘‘Literature survey on stochastic wave models,’’ in Bayesian Hierarchical Space-Time Models with Application to Significant Wave Height, Ocean Engineering & Oceanography, Vol. 2 (Springer, Berlin, 2013), pp. 25–63. https://doi.org/10.1007/978-3-642-30253-4_2
H. Krogstad, ‘‘Analysis of ocean wave measurements—Some recent studies,’’ in Marine Technology and Engineering: CENTEC Anniversary Book (Norwegian Univ. of Science and Technology, Trondheim, 2011), Vol. 1, pp. 109–124.
ACKNOWLEDGMENTS
The author thanks his scientific advisor V.I. Piterbarg for his attention to this work. The author also thanks the reviewer for his/her thorough reading of the paper and fruitful comments.
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Translated by E. Oborin
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Kozik, I.A. Extremes of Homogeneous Two-Parametric Gaussian Fields at Discretization of Parameters. Moscow Univ. Math. Bull. 77, 217–226 (2022). https://doi.org/10.3103/S0027132222050035
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DOI: https://doi.org/10.3103/S0027132222050035