Fredholm representation of multi-parameter Gaussian processes with applications to equivalence in law and series expansions

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Osuva_Sottinen_Viitasaari_2015.pdf - Lopullinen julkaistu versio - 102.92 KB

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© 2015 The Author(s). Published by VTeX. Open access article under the CC BY license.
We show that every multiparameter Gaussian process with integrable variance function admits a Wiener integral representation of Fredholm type with respect to the Brownian sheet. The Fredholm kernel in the representation can be constructed as the unique symmetric square root of the covariance. We analyze the equivalence of multiparameter Gaussian processes by using the Fredholm representation and show how to construct series expansions for multiparameter Gaussian processes by using the Fredholm kernel.

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2351-6054
2351-6046

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Kausijulkaisu

Modern Stochastics : Theory and Applications|2

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