We obtain necessary and sufficient conditions in order that a Gaussian process of many parameters (more generally, a generalized Gaussian random field in ) possess the Markov property relative to a class of open sets. The method adopted is the Hilbert space approach initiated by Cartier and Pitt. Applications are discussed.
Nous obtenons des conditions nécessaires et suffisantes pour qu’un processus gaussien (ou, plus généralement, une distribution aléatoire gaussienne) à plusieurs paramètres possède la propriété markovienne par rapport à la famille des ensembles ouverts.
@article{AIF_1974__24_2_143_0, author = {Kallianpur, G. and Mandrekar, V.}, title = {The {Markov} property for generalized gaussian random fields}, journal = {Annales de l'Institut Fourier}, pages = {143--167}, publisher = {Institut Fourier}, address = {Grenoble}, volume = {24}, number = {2}, year = {1974}, doi = {10.5802/aif.509}, mrnumber = {53 #9362}, zbl = {0275.60054}, language = {en}, url = {http://archive.numdam.org/articles/10.5802/aif.509/} }
TY - JOUR AU - Kallianpur, G. AU - Mandrekar, V. TI - The Markov property for generalized gaussian random fields JO - Annales de l'Institut Fourier PY - 1974 SP - 143 EP - 167 VL - 24 IS - 2 PB - Institut Fourier PP - Grenoble UR - http://archive.numdam.org/articles/10.5802/aif.509/ DO - 10.5802/aif.509 LA - en ID - AIF_1974__24_2_143_0 ER -
%0 Journal Article %A Kallianpur, G. %A Mandrekar, V. %T The Markov property for generalized gaussian random fields %J Annales de l'Institut Fourier %D 1974 %P 143-167 %V 24 %N 2 %I Institut Fourier %C Grenoble %U http://archive.numdam.org/articles/10.5802/aif.509/ %R 10.5802/aif.509 %G en %F AIF_1974__24_2_143_0
Kallianpur, G.; Mandrekar, V. The Markov property for generalized gaussian random fields. Annales de l'Institut Fourier, Volume 24 (1974) no. 2, pp. 143-167. doi : 10.5802/aif.509. http://archive.numdam.org/articles/10.5802/aif.509/
[1] Lectures on Elliptic Boundary Value Problems, Van Nostrand, 1965. | MR | Zbl
,[2] Étude d'un espace reproduisant attaché au mouvement brownian à paramètre temporel dans Rn, C.R. Acad. Sc., Paris, 269 (1969), 36-37. | MR | Zbl
,[3] Introduction à l'étude des mouvements Browniens à plusieurs paramètres, Séminaire de Probabilités V, Springer-Verlag, (#191), (1971), 58-75. | Numdam
,[4] Generalized Functions and Partial Differential Equations, Prentice-Hall, 1963. | MR | Zbl
,[5] Brownian motion with a several dimensional time, Theory Prob. Applications, 8 (1963), 335-354. | MR | Zbl
,[6] On some problems concerning Brownian motion in Lévy's sense, Theory Prob. Applications, 12 (1967), 682-690. | Zbl
,[7] Characterization of Gaussian fields with Markovian property, Dokl. Akad. Nauk SSSR, 197 (1971). Translation Soviet Math. Dokl, 12 (1971), 563-567. | Zbl
,[8] Rectification à l'article «une caractérisation abstraite des opérateurs différentiels», Math. Scan, 8 (1960), 116-120. | MR | Zbl
,[9] A Markov property for Gaussian processes with a multidimensional time, J. Rational Mech. and Anal, (1971), 368-391. | Zbl
,[10] Topological Vector Spaces, Distributions and Kernels, Academic Press, 1967. | MR | Zbl
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