The number of absorbed individuals in branching brownian motion with a barrier

Pascal Maillard

Annales de l'I.H.P. Probabilités et statistiques (2013)

  • Volume: 49, Issue: 2, page 428-455
  • ISSN: 0246-0203

Abstract

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We study supercritical branching Brownian motion on the real line starting at the origin and with constant drift c . At the point x g t ; 0 , we add an absorbing barrier, i.e. individuals touching the barrier are instantly killed without producing offspring. It is known that there is a critical drift c 0 , such that this process becomes extinct almost surely if and only if c c 0 . In this case, if Z x denotes the number of individuals absorbed at the barrier, we give an asymptotic for P ( Z x = n ) as n goes to infinity. If c = c 0 and the reproduction is deterministic, this improves upon results of L. Addario-Berry and N. Broutin [1] and E. Aïdékon [2] on a conjecture by David Aldous about the total progeny of a branching random walk. The main technique used in the proofs is analysis of the generating function of Z x near its singular point 1 , based on classical results on some complex differential equations.

How to cite

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Maillard, Pascal. "The number of absorbed individuals in branching brownian motion with a barrier." Annales de l'I.H.P. Probabilités et statistiques 49.2 (2013): 428-455. <http://eudml.org/doc/271972>.

@article{Maillard2013,
abstract = {We study supercritical branching Brownian motion on the real line starting at the origin and with constant drift $c$. At the point $x&gt;0$, we add an absorbing barrier, i.e. individuals touching the barrier are instantly killed without producing offspring. It is known that there is a critical drift $c_\{0\}$, such that this process becomes extinct almost surely if and only if $c\ge c_\{0\}$. In this case, if $Z_\{x\}$ denotes the number of individuals absorbed at the barrier, we give an asymptotic for $P(Z_\{x\}=n)$ as $n$ goes to infinity. If $c=c_\{0\}$ and the reproduction is deterministic, this improves upon results of L. Addario-Berry and N. Broutin [1] and E. Aïdékon [2] on a conjecture by David Aldous about the total progeny of a branching random walk. The main technique used in the proofs is analysis of the generating function of $Z_\{x\}$ near its singular point $1$, based on classical results on some complex differential equations.},
author = {Maillard, Pascal},
journal = {Annales de l'I.H.P. Probabilités et statistiques},
keywords = {branching brownian motion; Galton–Watson process; Briot–Bouquet equation; FKPP equation; travelling wave; singularity analysis of generating functions; branching Brownian motion; Galton-Watson process; Briot-Bouquet equation},
language = {eng},
number = {2},
pages = {428-455},
publisher = {Gauthier-Villars},
title = {The number of absorbed individuals in branching brownian motion with a barrier},
url = {http://eudml.org/doc/271972},
volume = {49},
year = {2013},
}

TY - JOUR
AU - Maillard, Pascal
TI - The number of absorbed individuals in branching brownian motion with a barrier
JO - Annales de l'I.H.P. Probabilités et statistiques
PY - 2013
PB - Gauthier-Villars
VL - 49
IS - 2
SP - 428
EP - 455
AB - We study supercritical branching Brownian motion on the real line starting at the origin and with constant drift $c$. At the point $x&gt;0$, we add an absorbing barrier, i.e. individuals touching the barrier are instantly killed without producing offspring. It is known that there is a critical drift $c_{0}$, such that this process becomes extinct almost surely if and only if $c\ge c_{0}$. In this case, if $Z_{x}$ denotes the number of individuals absorbed at the barrier, we give an asymptotic for $P(Z_{x}=n)$ as $n$ goes to infinity. If $c=c_{0}$ and the reproduction is deterministic, this improves upon results of L. Addario-Berry and N. Broutin [1] and E. Aïdékon [2] on a conjecture by David Aldous about the total progeny of a branching random walk. The main technique used in the proofs is analysis of the generating function of $Z_{x}$ near its singular point $1$, based on classical results on some complex differential equations.
LA - eng
KW - branching brownian motion; Galton–Watson process; Briot–Bouquet equation; FKPP equation; travelling wave; singularity analysis of generating functions; branching Brownian motion; Galton-Watson process; Briot-Bouquet equation
UR - http://eudml.org/doc/271972
ER -

References

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  1. [1] L. Addario-Berry and N. Broutin. Total progeny in killed branching random walk. Probab. Theory Relat. Fields.151 (2011) 265–295. Zbl1230.60091MR2834719
  2. [2] E. Aïdékon. Tail asymptotics for the total progeny of the critical killed branching random walk. Electron. Commun. Probab.15 (2010) 522–533. Zbl1226.60117MR2737710
  3. [3] D. Aldous. Power laws and killed branching random walk. Available at http://www.stat.berkeley.edu/~aldous/Research/OP/brw.html. 
  4. [4] K. B. Athreya and P. E. Ney. Branching Processes. Grundlehren Math. Wiss. 196. Springer, New York, 1972. Zbl0259.60002MR373040
  5. [5] L. Bieberbach. Theorie der gewöhnlichen Differentialgleichungen auf funktionentheoretischer Grundlage dargestellt, Zweite umgearbeitete und erweiterte Auflage. Grundlehren Math. Wiss. 66. Springer, Berlin, 1965. Zbl0124.04603MR176133
  6. [6] J. Biggins and A. Kyprianou. Measure change in multitype branching. Adv. in Appl. Probab.36 (2004) 544–581. Zbl1056.60082MR2058149
  7. [7] N. H. Bingham, and R. A. Doney. Asymptotic properties of supercritical branching processes. I. The Galton–Watson process. Adv. in Appl. Probab. 6 (1974) 711–731. Zbl0297.60044MR362525
  8. [8] A. N. Borodin and P. Salminen. Handbook of Brownian Motion—Facts and Formulae, 2nd edition. Probability and Its Applications. Birkhäuser, Basel, 2002. Zbl0859.60001MR1912205
  9. [9] C. Briot and J.-C. Bouquet. Recherches sur les propriétés des fonctions définies par des équations différentielles. J. Ecole Polyt. 36 (1856) 133–198. JFM10.0223.01
  10. [10] B. Chauvin. Product martingales and stopping lines for branching Brownian motion. Ann. Probab.19 (1991) 1195–1205. Zbl0738.60079MR1112412
  11. [11] W. Feller. An Introduction to Probability Theory and Its Applications, Vol. 2, 2nd edition. Wiley Series in Probability and Mathematical Statistics. Wiley, New York, 1971. Zbl0219.60003MR270403
  12. [12] P. Flajolet and A. Odlyzko. Singularity analysis of generating functions. SIAM J. Discrete Math.3 (1990) 216–240. Zbl0712.05004MR1039294
  13. [13] P. Flajolet and R. Sedgewick. Analytic Combinatorics. Cambridge Univ. Press, Cambridge, 2009. Zbl1165.05001MR2483235
  14. [14] T. E. Harris. The Theory of Branching Processes. Grundlehren Math. Wiss. 119. Springer, Berlin, 1963. Zbl0117.13002MR163361
  15. [15] E. Hille. Ordinary Differential Equations in the Complex Domain. Pure and Applied Mathematics. Wiley-Interscience, New York, 1976. Zbl0343.34007MR499382
  16. [16] L. Hörmander. An Introduction to Complex Analysis in Several Variables, revised edition. North-Holland Mathematical Library 7. North-Holland, Amsterdam, 1973. Zbl0271.32001
  17. [17] M. Hukuhara, T. Kimura and T. Matuda. Equations différentielles ordinaires du premier ordre dans le champ complexe. Publications of the Mathematical Society of Japan 7. The Mathematical Society of Japan, Tokyo, 1961. Zbl0101.30002MR124549
  18. [18] E. L. Ince. Ordinary Differential Equations. Dover, New York, 1944. Zbl0063.02971MR10757JFM53.0399.07
  19. [19] H. Kesten. Branching Brownian motion with absorption. Stochastic Process. Appl.7 (1978) 9–47. Zbl0383.60077MR494543
  20. [20] A. E. Kyprianou. Travelling wave solutions to the K-P-P equation: Alternatives to Simon Harris’ probabilistic analysis. Ann. Inst. Henri Poincaré Probab. Stat.40 (2004) 53–72. Zbl1042.60057MR2037473
  21. [21] R. Lyons, R. Pemantle and Y. Peres. Conceptual proofs of L log L criteria for mean behavior of branching processes. Ann. Probab.23 (1995) 1125–1138. Zbl0840.60077MR1349164
  22. [22] H. P. McKean. Application of Brownian motion to the equation of Kolmogorov–Petrovskii–Piskunov. Comm. Pure Appl. Math.28 (1975) 323–331. Zbl0316.35053MR400428
  23. [23] J. Neveu. Multiplicative martingales for spatial branching processes. In Seminar on Stochastic Processes (Princeton, NJ, 1987) 223–242. Progr. Probab. Statist. 15. Birkhäuser Boston, Boston, MA. Zbl0652.60089MR1046418
  24. [24] R. Pemantle. Critical killed branching process tail probabilities. Manuscript, 1999. 
  25. [25] T. Yang, and Y.-X. Ren. Limit theorem for derivative martingale at criticality w.r.t. branching Brownian motion. Statist. Probab. Lett. 81 (2011) 195–200. Zbl05850242MR2748182

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