Abstract
In this paper we study asymptotic properties of symmetric and nondegenerate random walks on transient hyperbolic groups. We prove a central limit theorem and a law of iterated logarithm for the drift of a random walk, extending previous results by S. Sawyer and T. Steger and of F. Ledrappier for certain CAT(−1)-groups. The proofs use a result by A. Ancona on the identification of the Martin boundary of a hyperbolic group with its Gromov boundary. We also give a new interpretation, in terms of Hilbert metrics, of the Green metric, first introduced by S. Brofferio and S. Blachère.
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Ancona, A.: Positive Harmonic Functions and Hyperbolicity. Springer Lecture Notes, vol. 1344. Springer, Berlin (1987)
Ancona, A.: Théorie du Potentiel sur les Graphes et les Variétés. Springer Lecture Notes in Math., vol. 1427, pp. 4–112. Springer, Berlin (1990)
Bear, H.S.: A geometric characterization of Gleason parts. Proc. Am. Math. Soc. 16, 407–412 (1965)
Bellman, R.: Limit theorems for non-commutative operations. I. Duke Math. J. 21, 491–500 (1954)
Blachère, S., Brofferio, S.: Internal diffusion limited aggregation on discrete groups having exponential growth. Probab. Theory Relat. Fields 137(3–4), 323–343 (2007)
Blachère, S., Haïssinsky, P., Mathieu, P.: Asymptotic entropy and Green speed for random walks on countable groups. Ann. Probab. 36(3), 1134–1152 (2008)
Blachère, S., Haïssinsky, P., Mathieu, P.: Harmonic measures versus quasiconformal measures for hyperbolic groups. Preprint
Bougerol, P., Lacroix, J.: Products of Random Matrices with Applications to Schrödinger Operators. Progress in Probability and Statistics, vol. 8. Birkhäuser Boston, Cambridge (1985). xii+283 pp., ISBN: 0-8176-3324-3
Bridson, M., Haefliger, A.: Metric Spaces of Non-Positive Curvature. Grundlehren der Mathematischen Wissenschaften [Fundamental Principles of Mathematical Sciences], vol. 319. Springer, Berlin (1999). xxii+643 pp., ISBN: 3-540-64324-9
Dyubina, A.: An example of the rate of departure to infinity for a random walk on a group. Russ. Math. Surv. 54, 1023–1024 (1999)
Erschler, A.: Asymptotics of drift and entropy for a random walk on groups. Russ. Math. Surv. 56(3), 580–581 (2001)
Furstenberg, H., Kesten, H.: Products of random matrices. Ann. Math. Stat. 31, 457–469 (1960)
Gilch, L.: Rate of escape of random walks. Ph.D. thesis, Graz (2007)
Gordin, M.I.: The central limit theorem for stationary processes. Dokl. Akad. Nauk SSSR 188, 739–741 (1969)
Gordin, M.I., Holzmann, H.: The central limit theorem for stationary Markov chains under invariant splittings. Stoch. Dyn. 4(1), 15–30 (2004)
Gromov, M.: Hyperbolic groups. In: Gersten, S.M. (ed.) Essays in Group Theory. MSRI Publ., vol. 8, pp. 75–263. Springer, New York (1987)
Guivarc’h, Y.: Sur la loi des grands nombres et le rayon spectral d’une marche aléatoire. Astérisque 74, 47–98 (1980)
Guivarc’h, Y., Le Page, É.: Simplicité de spectres de Lyapunov et propriété d’isolation spectrale pour une famille d’opérateurs de transfert sur l’espace projectif. In: Random Walks and Geometry, pp. 181–259. Walter de Gruyter GmbH & Co. KG, Berlin (2004)
Hall, P., Heyde, C.C.: Martingale Limit Theory and its Applications. Academic Press, San Diego (1980)
Hennion, H., Hervé, L.: Central limit theorems for iterated random Lipschitz mappings. Ann. Probab. 32(3A), 1934–1984 (2004)
Kaimanovich, V.: The Poisson formula for groups with hyperbolic properties. Ann. Math. (2) 152(3), 659–692 (2000)
Karlsson, A., Ledrappier, F.: On laws of large numbers for random walks. Ann. Probab. 34(5), 1693–1706 (2006)
Karlsson, A., Ledrappier, F.: Linear drift and Poisson boundary for random walks. Pure Appl. Math. Q. 3, 1027–1036 (2007)
Karlsson, A., Ledrappier, F.: Propriété de Liouville et vitesse de fuite du mouvement Brownien. C. R. Acad. Sci. Paris, Ser. I 344, 685–690 (2007)
Karlsson, A., Ledrappier, F.: Noncommutative ergodic theorems. Preprint
Kingman, J.F.C.: Subadditive ergodic theory. Ann. Probab. 1, 883–909 (1973)
Ledrappier, F.: Some asymptotic properties of random walks on free groups. CRM Proc. Lect. Notes 28, 117–152 (2001)
Le Page, É.: Théorèmes de la limite centrale pour certains produits de matrices aléatoires. C. R. Acad. Sci. Paris Sér. I Math. 292(6), 379–382 (1981)
Liverani, C.: Decay of correlations. Ann. Math. (2) 142(2), 239–301 (1995)
Nagnibeda, T., Woess, W.: Random walks on trees with finitely many cone types. J. Theor. Probab. 15(2), 383–422 (2002)
Ol’shanskii, A.Yu.: Almost every group is hyperbolic. Int. J. Algebra Comput. 2(1), 1–17 (1992)
Revelle, D.: Rate of escape of random walks on wreath products and related groups. Ann. Probab. 31(4), 1917–1934 (2003)
Sawyer, S., Steger, T.: The rate of escape for anisoptopic random walks in a tree. Probab. Theory Relat. Fields 76(2), 207–230 (1987)
Storm, P.A.: The barycenter method on singular spaces. Comment. Math. Helv. 82(1), 133–173 (2007)
Varopoulos, N.T.: Théorie du potentiel sur les groupes et des varietés. C. R. Acad. Sci. Paris Sér. A–B 302, 203–205 (1986)
Woess, W.: Random Walks on Infinite Graphs and Groups. Cambridge University Press, Cambridge (2000)
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Björklund, M. Central Limit Theorems for Gromov Hyperbolic Groups. J Theor Probab 23, 871–887 (2010). https://doi.org/10.1007/s10959-009-0230-x
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DOI: https://doi.org/10.1007/s10959-009-0230-x