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Local properties of gaussian random fields on compact symmetric spaces and theorems of the Jackson-Bernstein type

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Abstract

We consider local properties of smaple functions of Gaussian isotropic random fields on compact Riemannian symmetric spacesM of rank 1. We give conditions under which the sample functions of a field almost surely possess logarithmic and power modulus of continuity. As a corollary, we prove a theorem of the Bernstein type for optimal approximations of functions of this sort by harmonic polynomials in the metric of the spaceL 2(M). We use theorems of the Jackson-Bernstein-type to obtain sufficient conditions for the sample functions of a field to almost surely belong to the classes of functions associated with the Riesz and Cesàro means.

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References

  1. S. Helgason,Differential Geometry and Symmetric Spaces, Academic Press, New York (1962).

    MATH  Google Scholar 

  2. R. Askey,Orthogonal Polynomials and Special Functions, Soc. Industr. and Appl. Math., Philadelphia (1975).

    Google Scholar 

  3. M. I. Yadrenko,Spectral Theory of Random Fields [in Russian], Vyshcha Shkola, Kiev (1980).

    Google Scholar 

  4. M. A. Lifshits,Gaussian Random Functions [in Russian], TViMS, Kiev (1995).

    Google Scholar 

  5. L. Li, “Riesz means on compact Riemannian symmetric spaces,”Math. Nachr.,168, 227–242 (1994).

    Article  MATH  MathSciNet  Google Scholar 

  6. R. Askey and R. H. Bingham, “Gaussian processes on compact symmetric spaces.Z. Wahrscheinlichkeitstheor. verw. Geb.,37, 127–143 (1976).

    Article  MATH  MathSciNet  Google Scholar 

  7. N. Ya. Vilenkin,Special Functions and the Theory of Group Representations [in Russian], Nauka, Moscow (1991).

    Google Scholar 

  8. D. P. Zhelobenko,Compact Lie Groups and Their Representations [in Russian], Nauka, Moscow (1970).

    MATH  Google Scholar 

  9. R. Gangolli, “Positive-definite functions on certain homogeneous spaces, and certain stochastic processes related to Levy's Brownian motion of several parameters,”Ann. Inst. H. Poincaré B,3, 121–226 (1967).

    MathSciNet  MATH  Google Scholar 

  10. A. M. Yaglom, “Second-order homogeneous random fields,” in:Proc. 4th Berkeley Symp. Math. Statist. and Probab., Vol. 2 (1960), pp. 593–622.

  11. G. Szegö,Orthogonal Polynomials, American Mathematical Society, New York (1959).

    MATH  Google Scholar 

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International Mathematical Center, Ukrainian Academy of Sciences, Kiev. Translated from Ukrainskii Matematicheskii Zhurnal, Vol. 51, No. 1, pp. 60–68, January, 1999.

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Malyarenko, A.A. Local properties of gaussian random fields on compact symmetric spaces and theorems of the Jackson-Bernstein type. Ukr Math J 51, 66–75 (1999). https://doi.org/10.1007/BF02591915

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  • DOI: https://doi.org/10.1007/BF02591915

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