Abstract
This paper describes Gelfand pairs to statisticians and probabilists and deals with six typical examples : euclidean space, sphere and cube; Poincaré half-plane, homogeneous tree and commutative group. It explains the role of spherical functions, specially the positive definite ones. In a second part, classical problems in probability are raised in that context : random walks, factorisations of probability distributions, stationary processes, and problems of Schoenberg type.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Bibliographie
Arnaud, J.P., Fonctions sphériques et fonctions définies positives sur l’arbre homogène. C.R. Acad. Sc. 290, Série A (1980) 99–101.
Arnaud, J.P., J.L. Dunau et G. Letac, Atelier sur les arbres homogènes. Publications du Laboratoire de Statistique et Probabilité de l’Université Paul-Sabatier, Toulouse (1981).
Ben Mansour, S., Thèse 3ème cycle, Université Paul Sabatier, (nov. 1981).
Berman, S., Isotropic Gaussian processes on the Hilbert spaces. A paraître dans Ann. Probability fin 1980.
Bingham, N.H., Random walks on spheres. Z. Warsheinlichkeitstheorie werw. Geb. 22, (1972) 169–192.
Bochner, S., Positive zonal functions on spheres. Proc. Nat. Acad. Sc. (U.S.A.) 40 (1954) 1141–1147.
Cartier,P., Géométrie et analyse sur les arbres, Séminaire Bourbaki 24ème année, Exposé 407, 1971–72.
Cartier, P., Fonctions harmoniques sur un arbre. Symposia Math. 9 (1972), 203–270.
Cartier, P., Harmonic analysis on trees. Proc. Sympos. Pure Math., vol 26, Amer. Math. Soc. Providence, R.I. 1974, 419–424.
Chilana, A.K., and K.A. Ross, Spectral synthesis in Hypergroups. Pac. J. of Math. 76, no2 (1978) 313–328.
Dieudonné, J. Eléments d’Analyse. 6 (Chap XXII, Analyse Harmonique). Gauthier-Villars 1975.
Dunau, J.L., Etude d’une classe de marches aléatoires sur l’arbre homogène. Publications du Laboratoire de Statistique de l’Université de Paul-Sabatier, no04-1976, Toulouse.
Dym, H., and H.P. Mc Kean, Fourier Series and Integrals. Academic Press, New York 1972.
Dym, H., and H.P. Mc Kean, Gaussian Processes, Function Theory and the Inverse Spectral Problem. Academic Press, New York 1976.
Erdelyi, A., W. Magnus, H. Oberhettinger. Higher Transcendental functions. Vol 2 Mc Graw Hill, New York 1953.
Gangolli, R., Positive definite kernels on homogeneous spaces and certain stochastic processes related to Levy’s Brownian motion parameters. Am. Inst. H. Poincaré 3 no 2 (1967) 121–225.
Grunbaum, B., G.C. Shephard. Tiling by regular polygons. Math. Mag. 50 no 5 (1977) 227–247.
Guivarch, Y., M. Keane et B. Roynette, Marches aléatoires sur les Groupes de Lie. Lecture notes no 624, Springer-Verlag, Berlin 1977.
Helgason, S., Differential Geometry and Symmetric Spaces. Academic Press, New York 1962.
Heyer, H., Probability measures on Locally compact Groups. Springer, Berlin 1977.
Hochstadt, H., Special functions of Mathematical Physics. Holt, Rinehart and Winston, New York 1962.
Ibrahimov, I. et Y. Rozanov, Processus Aleatoires Gaussiens. Editions Mir, Moscou 1974.
Kingman, J.F.C., Random walks with spherical symmetry. Acta Math. 109, (1963) 11–53.
Kudina, A., Composantes des lois radiales symétriques (en russe) Teor. Versjatnost i Primenen 20 (1975) 656–660.
Lang, S., Algebra. Addison-Wesley, Reading (Mass) 1965.
Lang, S., SL2(ℝ). Addison-Wesley, Reading (Mass) 1975.
Lehner, J., A Short Course in Automorphic Functions. Holt, Rinehart and Winston, New York 1966.
Lepetit, Ch., Thèse de 3ème cycle. Mathématiques appliquées. Université de Clermont (1971).
Letac, G., Problèmes de Probabilité, Presses Universitaires de France, Paris 1970.
Letac, G. and L. Takács, Random walks on the m-dimensional cube. J. für die reine and ang. Math. 310 (1979) 187–195.
Letac, G. and L. Takács, Random walks on the 600-cell polyhedron. SIAM J. Algebraic and Discute Math. 1 (1980), 114–123.
Letac, G. and L. Takács, Random walks on a dedecahedron, J. Appl. Prob. 17 (1980) 373–384.
Nachbin, L., The Haar Integral. Van Nostrand, New York 1962.
Ostrowski, I.V., The arithmetic of Probability distributions. J. of Mult. Anal. 7, no 4, (Déc.1977), 475–490.
Ross, K.A., Hypergroups and center of measure algebras. Symposia Math. 12 (1977), 189–203.
Rudin, W., The extension problem for positive definite functions. Ill. J. Math., 7 (1963), 532–539.
Rudin, W., An extension problem for positive-definite functions. Duke Math. J. 37 (1970), 49–53.
Rudin, W., Functional Analysis. Mc Graw Hill, New York 1973.
Schoenberg, I.J., Metric spaces and positive definite functions. Trans. Amer. Math. Soc. 44 (1938), 522–536.
Schoenberg, I.J., Positive definite functions on spheres. Duke Math. J. 9 (1942), 96–108.
Serre, J.P., Cours d’Arithmétique. Presses Universitaires de France, Paris 1970.
Stewart, J., Positive definite functions and generalisations, an historical survey. Rocky Mountains J. of Math, 6 no 3 (1976), 409–434.
Watson, G.N., A Treatise on the Theory of Bessel Functions. 2d Edition, Cambridge University Press 1944.
Yaglom, A.M., An Introduction to the Theory of Stationary Random Functions. Prentice Hall, Englewood Cliffs, N.J. 1962.
Bibliographie Supplementaire
Askey, R., N.H. Bingham, Gaussian processes on compact symmetric spaces. Z.Wahrscheinlichkeitsth. 37(1976) 127–143.
Askey, R., Radial Characteristic Functions. Math. Res. Center, Madison Technical Summary report 1262 (Nov 1973).
Berenstein, C.A., B.A. Taylor, Mean Periodic Functions, Internat.J. Math. and Math. Sci., 3, 2 (1980) 199–235.
Cinlar, E., Markov additive processes I, II. Z.Wahrscheinlichkeits th. 24, (1973) 85–121.
Dieudonné, J., Special functions and linear representations of Lie groups, C.B.M.S. 42, American M. Soc. Providence R.I. (1979).
Dunkl, C., Relations between combinatories and other parts of mathematics. Proc. of Symposia in Pure Mathematics American M. Soc. Providence R.I. (1979).
Letac, G., Chaînes colorées: trois extensions d’une formule de Nelson. J. Appl. Prob. 115, (1978) 321–339.
Letac, G., Isotropy and Sphericity: some characterizations of the normal distribution. To appear in Annals of Mathematical statistics (june 1981).
Parthasarathy, K., Probability Measures on metric spaces. Academic Press, New-York (1967).
Sawyer, S., Random walks on an homogeneous tree, Z.Wahrscheinlichkeitsth. 42, no5 (1978).
Stanton, D., Some q-Krawtchouk polynomials on Chevalley group. Amer. J. of Math. 102,4 (1980) 625–662.
Zalcman, L. Offbeat integral geometry, Amer. Math. Monthly, vol 87, no3, (1980) 161–175.
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 1981 Springer-Verlag
About this paper
Cite this paper
Letac, G. (1981). Problemes classiques de probabilite sur un couple de Gelfand. In: Dugué, D., Lukacs, E., Rohatgi, V.K. (eds) Analytical Methods in Probability Theory. Lecture Notes in Mathematics, vol 861. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0097318
Download citation
DOI: https://doi.org/10.1007/BFb0097318
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-10823-8
Online ISBN: 978-3-540-36785-7
eBook Packages: Springer Book Archive