The Annals of Probability

Growth of the Brownian forest

Jim Pitman and Matthias Winkel
Source: Ann. Probab. Volume 33, Number 6 (2005), 2188-2211.

Abstract

Trees in Brownian excursions have been studied since the late 1980s. Forests in excursions of Brownian motion above its past minimum are a natural extension of this notion. In this paper we study a forest-valued Markov process which describes the growth of the Brownian forest. The key result is a composition rule for binary Galton–Watson forests with i.i.d. exponential branch lengths. We give elementary proofs of this composition rule and explain how it is intimately linked with Williams’ decomposition for Brownian motion with drift.

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Primary Subjects: 60J65, 60J80
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Links and Identifiers

Permanent link to this document: http://projecteuclid.org/euclid.aop/1133965857
Digital Object Identifier: doi:10.1214/009117905000000422
Mathematical Reviews number (MathSciNet): MR2184095
Zentralblatt MATH identifier: 05020241

References

Abraham, R. (1992). Un arbre aléatoire infini associé à l'excursion Brownienne. Séminaire de Probabilités XXVI. Lecture Notes in Math. 1526 374--397. Springer, Berlin.
Mathematical Reviews (MathSciNet): MR1232004
Aldous, D. (1991). The continuum random tree. I. Ann. Probab. 19 1--28.
Mathematical Reviews (MathSciNet): MR1085326
Aldous, D. (1993). The continuum random tree. III. Ann. Probab. 21 248--289.
Mathematical Reviews (MathSciNet): MR1207226
Borodin, A. N. and Salminen, P. (1996). Handbook of Brownian Motion---Facts and Formulae. Birkhäuser, Basel.
Mathematical Reviews (MathSciNet): MR1477407
Zentralblatt MATH: 0859.60001
Duquesne, T. and Le Gall, J.-F. (2002). Random Trees, Lévy Processes and Spatial Branching Processes. Société Mathématique de France, Paris.
Zentralblatt MATH: 1037.60074
Duquesne, T. and Winkel, M. (2005). Growth of Lévy forests. Unpublished manuscript.
Durrett, R. (1996). Probability: Theory and Examples. Duxbury Press, Belmont, CA.
Mathematical Reviews (MathSciNet): MR1609153
Evans, S. N., Pitman, J. and Winter, A. (2005). Rayleigh processes, real trees, and root growth with re-grafting. Probab. Theory Related Fields. To appear.
Mathematical Reviews (MathSciNet): MR1481128
Digital Object Identifier: doi:10.1007/s004400050138
Zentralblatt MATH: 0888.60058
Fitzsimmons, P. J. (1986). Another look at Williams' decomposition theorem. In Seminar on Stochastic Processes, Progress in Probability and Statistics 12 79--85. Birkhäuser, Boston.
Mathematical Reviews (MathSciNet): MR896736
Zentralblatt MATH: 0629.60084
Geiger, J. and Kersting, G. (1997). Depth-first search of random trees, and Poisson point processes. In Classical and Modern Branching Processes (K. B. Athreya and P. Jagers, eds.) 111--126. Springer, New York.
Mathematical Reviews (MathSciNet): MR1601713
Zentralblatt MATH: 0867.60061
Greenwood, P. and Pitman, J. (1980). Fluctuation identities for random walk by path decomposition at the maximum. Adv. in Appl. Probab. 12 291--293.
Mathematical Reviews (MathSciNet): MR588409
Greenwood, P. and Pitman, J. (1980). Fluctuation identities for Lévy processes and splitting at the maximum. Adv. in Appl. Probab. 12 893--902.
Mathematical Reviews (MathSciNet): MR588409
Harris, T. E. (1952). First passage and recurrence distributions. Trans. Amer. Math. Soc. 73 471--486.
Mathematical Reviews (MathSciNet): MR52057
Hobson, D. G. (2000). Marked excursions and random trees. Séminaire de Probabilités XXXIV. Lecture Notes in Math. 1729 289--301. Springer, Berlin.
Mathematical Reviews (MathSciNet): MR1768069
Zentralblatt MATH: 0965.60078
Kendall, D. G. (1951). Some problems in the theory of queues (with discussion). J. Roy. Statist. Soc. Ser. B 13 151--185.
Mathematical Reviews (MathSciNet): MR47944
Kersting, G. and Memisoglu, K. (2004). Path decompositions for Markov chains. Ann. Probab. 32 1370--1390.
Mathematical Reviews (MathSciNet): MR2060301
Digital Object Identifier: doi:10.1214/009117904000000234
Project Euclid: euclid.aop/1084884854
Zentralblatt MATH: 1052.60056
Knuth, D. E. (1969). The Art of Computer Programming 1. Fundamental Algorithms. Addison--Wesley, Reading, MA.
Mathematical Reviews (MathSciNet): MR378456
Le Gall, J.-F. (1986). Une approche élémentaire des théorèmes de décomposition de Williams. Séminaire de Probabilités XX. Lecture Notes in Math. 1204 447--464. Springer, Berlin.
Mathematical Reviews (MathSciNet): MR942038
Le Gall, J.-F. (1989). Marches aléatoires, mouvement brownien et processus de branchement. Séminaire de Probabilités XXIII. Lecture Notes in Math. 1372 258--274. Springer, Berlin.
Mathematical Reviews (MathSciNet): MR1022916
Millar, P. W. (1978). A path decomposition for Markov processes. Ann. Probab. 6 345--348.
Mathematical Reviews (MathSciNet): MR461678
Digital Object Identifier: doi:10.1214/aop/1176995581
Neveum, J. (1986). Arbres et processus de Galton--Watson. Ann. Inst. H. Poincaré Probab. Statist. 22 199--207.
Mathematical Reviews (MathSciNet): MR850756
Neveu, J. (1986). Erasing a branching tree. In Analytic and Geometric Stochastics: Papers in Honour of G. E. H. Reuter (Special supplement to Adv. in Appl. Probab.) 101--108.
Mathematical Reviews (MathSciNet): MR868511
Neveu, J. and Pitman, J. (1989). Renewal property of the extrema and tree property of the excursion of a one-dimensional Brownian motion. Séminaire de Probabilités XXIII. Lecture Notes in Math. 1372 239--247. Springer, Berlin.
Mathematical Reviews (MathSciNet): MR1022914
Zentralblatt MATH: 0741.60080
Neveu, J. and Pitman, J. W. (1989). The branching process in a Brownian excursion. Séminaire de Probabilités XXIII. Lecture Notes in Math. 1372 248--257. Springer, Berlin.
Mathematical Reviews (MathSciNet): MR1022915
Zentralblatt MATH: 0741.60081
Pitman, J. (1999). Brownian motion, bridge, excursion, and meander characterized by sampling at independent uniform times. Electron. J. Probab. 4 1--33.
Mathematical Reviews (MathSciNet): MR1690315
Pitman, J. (2002). Combinatorial stochastic processes. Lecture Notes for St. Flour Course July 2002. Technical Report 621, Berkeley.
Shapiro, J. W. (1995). Capacity of Brownian trace and level sets. Ph.D. dissertation, Univ. California, Berkeley.
Williams, D. (1974). Path decomposition and continuity of local time for one-dimensional diffusions. I. Proc. London Math. Soc. (3) 28 738--768.
Mathematical Reviews (MathSciNet): MR350881

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The Annals of Probability

The Annals of Probability