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Scaling limits of Gaussian vector fields

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  • Pitt, Loren D.

Abstract

For Gaussian vector fields {X(t) [set membership, variant] Rn:t [set membership, variant] Rd} we describe the covariance functions of all scaling limits Y(t) = lim[alpha][downwards arrow]0 B-1([alpha]) X([alpha]t) which can occur when B([alpha]) is a d - d matrix function with B([alpha]) --> 0. These matrix covariance functions r(t, s) = EY(t) Y*(s) are found to be homogeneous in the sense that for some matrix L and each [alpha] > 0, (*) r([alpha]t, [alpha]s) = [alpha]L*r(t, s) [alpha]L. Processes with stationary increments satisfying (*) are further analysed and are found to be natural generalizations of Lévy's multiparameter Brownian motion.

Suggested Citation

  • Pitt, Loren D., 1978. "Scaling limits of Gaussian vector fields," Journal of Multivariate Analysis, Elsevier, vol. 8(1), pages 45-54, March.
  • Handle: RePEc:eee:jmvana:v:8:y:1978:i:1:p:45-54
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    Cited by:

    1. Gustavo Didier & Vladas Pipiras, 2012. "Exponents, Symmetry Groups and Classification of Operator Fractional Brownian Motions," Journal of Theoretical Probability, Springer, vol. 25(2), pages 353-395, June.

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    Keywords

    Scale invariant Gaussian fields;

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