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A Connection between Gaussian Processes and Markov Processes
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Nathalie Eisenbaum, Universités Paris 6 et 7, France |
Abstract
The Green function of a transient symmetric Markov process
can be interpreted as the covariance of a centered Gaussian process. This relation leads to
several fruitful identities in law. Symmetric Markov processes and their associated
Gaussian process both benefit from these connections. Therefore it is of interest to
characterize the associated Gaussian processes. We present here an answer to that
question.
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Full text: PDF
Pages: 202-215
Published on: March 4, 2005
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Bibliography
- Bapat R. B. (1989), Infinite divisibility of multivariate gammadistribution and M-matrices, Sankhya,Ser.A 51, 73-78.MR 91i:60043
- Bass R., Eisenbaum N. and Shi Z. (2000),The most visited sites of symmetric stable processes, Proba. Theory and Relat. Fields 116 (3), 391-404.MR 2001f:60079
- Dellacherie C. and Meyer P.A. (1987), Probabilités et Potentiel -Théorie du potentiel associée à une résolvante,Hermann, Paris . MR 88k:60002
- Dynkin E. B. (1983), Local times and quantum fields. SeminaronStochastic Processes,Birkhauser Boston 82, 69-84.MR 88i:60080
- Eisenbaum N. (1995), Une version sans conditionnement duThéorème d'isomorphisme de Dynkin. Séminaire deProbabilités XXIX. LN1613,266-289.MR 99e:60171
- Eisenbaum N. and Kaspi H., A characterization of the infinitely divisiblesquared Gaussian processes. To appear in the Annals of Probab.
- Eisenbaum N., Kaspi H., Marcus M.B., Rosen J. and Shi Z. (2000), ARay-Knight theorem for symmetric Markov processes,Annals of Probab. 28,4, 1781-1796. MR 2002j:60138
- Griffiths R. C. (1984), Characterization of infinitely divisiblemultivariate gamma distributions, Jour. Multivar. Anal. 15, 12-20.MR 85m:60027
- Le Jan Y. (1982), Dual Markovian semi-groups and processes Functional analysis in Markov processes (Katata/Kyoto, 1981),SpringerBerlin,LN923, 47-75. MR 83k:60087
- Marcus M.B. and Rosen J.(1992),Sample path properties of thelocal times of strongly symmetric Markov processes via Gaussianprocesses, Annals of Probab..20,1603-1684.MR 93k:60089
- Marcus M.B. and Rosen J. (2001), Gaussian processes andthe local times of symmetric Lévy processes,Lévy processes - Theory andApplications. editors: O.Barnsdorff-Nielsen, T.Mikosch and S.Resnick,67-88. MR 2002i:60139
- Vere-Jones D. (1967), The infinite divisibility of a bivariate gammadistribution,Sankhlya, Ser.A 29, 412-422.MR 0226704
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Electronic Journal of Probability. ISSN: 1083-6489 |
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