Abstract
We study the asymptotic behavior of the maxima of shot-noise fields on bounded measurable domains tending to infinity in the sense of van Hove. It is assumed that the radius of influence is finite and the amplitudes are subexponentially distributed. A nondegenerate limiting distribution for the maxima is obtained.
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REFERENCES
S. Chandrasekhar, “Stochastic problems in physics and astronomy,” Rev. Modern Phys., 15 (1943), no. 1, 1–89.
D. J. Daley, “The definition of multi-dimensional generalization of shot noise,” J. Appl. Probab., 8 (1971), no. 1, 128–135.
M. Westcott, “On the existence of a generalized shot-noise process,” Stud. Probab. Stat. (1976), 74–88.
A. V. Bulinskii, “The central limit theorem for shot-noise fields,” in: Problems of the Theory of Probability Distributions, XI [in Russian], Zap. Nauchn. Sem. LOMI, vol. 177, Nauka, Leningrad, 1989, pp. 28–36.
J. A. Gubner, “Computation of shot-noise probability distributions and densities,” SIAM J. Sci. Comp., 17 (1996), no. 3, 750–761.
M. N. M. van Lieshout and I. S. Molchanov, “Shot-noise-weighted processes: a new family of spatial point processes,” Comm. Stat. Stochastic Models, 14 (1998), no. 3, 715–734.
Yu. Yu. Bakhtin, “The law of the iterated logarithm for the solution of the Burgers equation with random initial data,” Mat. Zametki [Math. Notes], 64 (1998), no. 6, 812–823.
A. V. Lebedev, “Extremes of subexponential shot noise,” Mat. Zametki [Math. Notes], 71 (2002), no. 2, 227–231.
D. Ruelle, Statistical Mechanics. Rigorous Results, Benjamin–Cummings, New York, 1969.
V. P. Chistyakov, “Theorem on the sums of positive random variables and its applications to branching random processes,” Teor. Veroyatnost. i Primenen. [Theory Probab. Appl.] 9 (1964), no. 4, 710–718.
A. L. Yakymiv, “Explicit estimates for the asymptotics of subexponential infinitely divisible distribution functions,” Mat. Zametki [Math. Notes], 67 (2000), no. 2, 295–301.
A. Baltrunas, “On subexponentiality of a class of random variables,” Mat. Zametki [Math. Notes], 69 (2001), no. 4, 625–628.
P. Embrechts, C. M. Goldie, and N. Veraverbeke, “Subexponentiality and infinite divisibility,” Z. Wahr. verw. Geb., 49 (1979), no. 3, 335–347.
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Lebedev, A.V. Maxima of Subexponential Shot-Noise Fields with Finite Radius of Influence. Mathematical Notes 73, 240–243 (2003). https://doi.org/10.1023/A:1022115226733
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DOI: https://doi.org/10.1023/A:1022115226733