Abstract
We prove a central limit theorem for the local time of real stationary Gaussian process via its expansion in terms of Hermite polynomials. The limiting process is Gaussian, and we give conditions ensuring its sample paths continuity. Other new asymptotics are also proved for such a local time.
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References
S. M. Berman, Local times of stochastic processes with positive definite bivariate densities, Stoch. Proc. Appl., 21 (1982), 1–26.
S. M. Berman, Sojourns and Extremes of Stochastic Processes, Wadsworth & Brooks/Cole Statistics/Probability Series, 1992.
P. Billingsley, Convergence of Probability Measures, S.P.M. Wiley (New York), 1968.
P. Breuer and P. Major, Central limit theorems for non-linear functional of Gaussian fields, J. Multiv. Anal., 13 (1983), 425–441.
R. L. Dobrushin and P. Major, Non-central limit theorems for nonlinear functionals of Gaussian fields, Z. Wahrsch. Verw. Gebiete, 50 (1) (1979), 27–52.
P. Doukhan and J. León, Asymptotics for the Local Time of Gaussian Random Fields, Acta. Math. Hungar., 70 (1996), 329–351.
D. Geman and J. Horowitz, Occupation densities, Ann. Probab. 8 (1) (1980), 1–80.
L. Giraitis and D. Surgailis, Multivariate Appel polynomials and the Central Limit Theorem, in: E. Eberlein and M. Taqqu, Eds., Dependence in Probability and Statistics (Boston) 1986, 27–50.
P. Imkeller, V. Perez-Abreu and J. Vives, Chaos expansions of double intersection local time of Brownian motion in R d and renormalization, Stoch. Proc. Appl., 56 (1) (1995), 1–34.
M. S. Taqqu, Law of the iterated logarithm for sums of non-linear functions of Gaussian variables that exhibit a long range dependence, Z. Wahrsch. Verw. Gebiete, 40 (3) (1977), 203–238.
M. S. Taqqu, Convergence of integrated processes of arbitrary Hermite rank, Z. Wahrsch. Verw. Gebiete, 50 (1) (1979), 53–83.
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© 1999 Springer Basel AG
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Hariz, S.B., Doukhan, P., León, J.R. (1999). Central Limit Theorem for the Local Time of a Gaussian Process. In: Dalang, R.C., Dozzi, M., Russo, F. (eds) Seminar on Stochastic Analysis, Random Fields and Applications. Progress in Probability, vol 45. Birkhäuser, Basel. https://doi.org/10.1007/978-3-0348-8681-9_3
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DOI: https://doi.org/10.1007/978-3-0348-8681-9_3
Publisher Name: Birkhäuser, Basel
Print ISBN: 978-3-0348-9727-3
Online ISBN: 978-3-0348-8681-9
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