Annales de l'Institut Henri Poincaré, Probabilités et Statistiques
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Strong Law of Large Numbers for branching diffusions

János Engländer, Simon C. Harris, and Andreas E. Kyprianou
Source: Ann. Inst. H. Poincaré Probab. Statist. Volume 46, Number 1 (2010), 279-298.

Abstract

Let X be the branching particle diffusion corresponding to the operator Lu+β(u2u) on D⊆ℝd (where β≥0 and β≢0). Let λc denote the generalized principal eigenvalue for the operator L+β on D and assume that it is finite. When λc>0 and L+βλc satisfies certain spectral theoretical conditions, we prove that the random measure exp{−λct}Xt converges almost surely in the vague topology as t tends to infinity. This result is motivated by a cluster of articles due to Asmussen and Hering dating from the mid-seventies as well as the more recent work concerning analogous results for superdiffusions of [Ann. Probab. 30 (2002) 683–722, Ann. Inst. H. Poincaré Probab. Statist. 42 (2006) 171–185]. We extend significantly the results in [Z. Wahrsch. Verw. Gebiete 36 (1976) 195–212, Math. Scand. 39 (1977) 327–342, J. Funct. Anal. 250 (2007) 374–399] and include some key examples of the branching process literature. As far as the proofs are concerned, we appeal to modern techniques concerning martingales and “spine” decompositions or “immortal particle pictures.”

Résumé

Soit X le processus de diffusion avec branchement correspondant à l’operateur Lu+β(u2u) sur D⊆ℝd (où β≥0 et β≢0). La valeur propre principale généralisée de l’operateur L+β sur D est dénotée par λc et on la suppose finie. Quand λc>0 et L+βλc satisfait certaines conditions spectrales théoriques, on montre que la mesure aléatoire exp{−λct}Xt converge presque sûrement pour la topologie vague quand t tend vers l’infini. Ce résultat est motivé par un ensemble d’articles par Asmussen et Hering datant du milieu des années soixante-dix, ainsi que par des travaux plus récents [Ann. Probab. 30 (2002) 683–722, Ann. Inst. H. Poincaré Probab. Statist. 42 (2006) 171–185] concernant des résultats analogues pour les superdiffusions. Nous généralisons de manière significative les résultats de [Z. Wahrsch. Verw. Gebiete 36 (1976) 195–212, Math. Scand. 39 (1977) 327–342, J. Funct. Anal. 250 (2007) 374–399] et nous donnons quelques exemples clés de la théorie des processus de branchement. En ce qui concerne les démonstrations, nous faisons appel aux techniques modernes de martingales et aux “spine decompositions” ou “immortal particle pictures.”

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Primary Subjects: 60J60
Secondary Subjects: 60J80
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Permanent link to this document: http://projecteuclid.org/euclid.aihp/1267454117
Digital Object Identifier: doi:10.1214/09-AIHP203
Mathematical Reviews number (MathSciNet): MR2641779
Zentralblatt MATH identifier: 1196.60139

References

[1] S. Asmussen and H. Hering. Strong limit theorems for general supercritical branching processes with applications to branching diffusions. Z. Wahrsch. Verw. Gebiete 36 (1976) 195–212.
Mathematical Reviews (MathSciNet): MR420889
Digital Object Identifier: doi:10.1007/BF00532545
[2] S. Asmussen and H. Hering. Strong limit theorems for supercritical immigration-branching processes. Math. Scand. 39 (1977) 327–342.
Mathematical Reviews (MathSciNet): MR438498
Zentralblatt MATH: 0348.60117
[3] K. Athreya. Change of measures for Markov chains and the LlogL theorem for branching processes. Bernoulli 6 (2000) 323–338.
Mathematical Reviews (MathSciNet): MR1748724
Digital Object Identifier: doi:10.2307/3318579
Project Euclid: euclid.bj/1081788031
[4] J. Biggins. Uniform convergence in the branching random walk. Ann. Probab. 20 (1992) 137–151.
Mathematical Reviews (MathSciNet): MR1143415
Zentralblatt MATH: 0748.60080
Digital Object Identifier: doi:10.1214/aop/1176989921
Project Euclid: euclid.aop/1176989921
[5] J. D. Biggins and A. E. Kyprianou. Measure change in multitype branching. Adv. in Appl. Probab. 36 (2004) 544–581.
Mathematical Reviews (MathSciNet): MR2058149
Zentralblatt MATH: 1056.60082
Digital Object Identifier: doi:10.1239/aap/1086957585
Project Euclid: euclid.aap/1086957585
[6] A. Champneys, S. C. Harris, J. Toland, J. Warren and D. Williams. Algebra, analysis and probability for a coupled system of reaction-diffusion equations. Philos. Trans. R. Soc. Lond. Ser. A 350 (1995) 69–112.
Mathematical Reviews (MathSciNet): MR1325205
Digital Object Identifier: doi:10.1098/rsta.1995.0003
[7] B. Chauvin and A. Rouault. KPP equation and supercritical branching Brownian motion in the subcritical speed area. Application to spatial trees. Probab. Theory Related Fields 80 (1988) 299–314.
Mathematical Reviews (MathSciNet): MR968823
Zentralblatt MATH: 0653.60077
Digital Object Identifier: doi:10.1007/BF00356108
[8] Z.-Q. Chen and Y. Shiozawa. Limit theorems for branching Markov processes. J. Funct. Anal. 250 (2007) 374–399.
Mathematical Reviews (MathSciNet): MR2352485
Zentralblatt MATH: 1125.60087
Digital Object Identifier: doi:10.1016/j.jfa.2007.05.011
[9] Z.-Q. Chen, Y. Ren and H. Wang. An almost sure scaling limit theorem for Dawson–Watanabe superprocesses J. Funct. Anal. 254 (2008) 1988–2019.
[10] D. A. Dawson. Measure-valued Markov processes. In Ecole d’Eté Probabilités de Saint Flour XXI 1–260. Lecture Notes in Math. 1541. Springer, Berlin, 1993.
Mathematical Reviews (MathSciNet): MR1242575
[11] E. B. Dynkin. An Introduction to Branching Measure-Valued Processes. CRM Monograph Series 6. Amer. Math. Soc., Providence, RI, 1994.
Mathematical Reviews (MathSciNet): MR1280712
Zentralblatt MATH: 0824.60001
[12] J. Engländer. Branching diffusions, superdiffusions and random media. Probab. Surv. 4 (2007) 303–364.
Mathematical Reviews (MathSciNet): MR2368953
Digital Object Identifier: doi:10.1214/07-PS120
Project Euclid: euclid.ps/1200511984
[13] J. Engländer. Law of large numbers for superdiffusions: The non-ergodic case. Ann. Inst. H. Poincare Probab. Statist. 45 (2009) 1–6.
Mathematical Reviews (MathSciNet): MR2500226
Zentralblatt MATH: 1172.60022
Digital Object Identifier: doi:10.1214/07-AIHP156
Project Euclid: euclid.aihp/1234469969
[14] J. Engländer and A. Kyprianou. Local extinction versus local exponential growth for spatial branching processes. Ann. Probab. 32 (2003) 78–99.
Mathematical Reviews (MathSciNet): MR2040776
Zentralblatt MATH: 1056.60083
Digital Object Identifier: doi:10.1214/aop/1078415829
Project Euclid: euclid.aop/1078415829
[15] J. Engländer and R. Pinsky. On the construction and support properties of measure-valued diffusions on DRd with spatially dependent branching. Ann. Probab. 27 (1999) 684–730.
Mathematical Reviews (MathSciNet): MR1698955
Zentralblatt MATH: 0979.60078
Digital Object Identifier: doi:10.1214/aop/1022677383
Project Euclid: euclid.aop/1022677383
[16] J. Engländer and D. Turaev. A scaling limit theorem for a class of superdiffusions. Ann. Probab. 30 (2002) 683–722.
Mathematical Reviews (MathSciNet): MR1905855
Zentralblatt MATH: 1014.60080
Digital Object Identifier: doi:10.1214/aop/1023481006
Project Euclid: euclid.aop/1023481006
[17] J. Engländer and A. Winter. Law of large numbers for a class of superdiffusions. Ann. Inst. H. Poincare Probab. Statist. 42 (2006) 171–185.
Mathematical Reviews (MathSciNet): MR2199796
Zentralblatt MATH: 1093.60058
Digital Object Identifier: doi:10.1016/j.anihpb.2005.03.004
[18] A. Etheridge. An Introduction to Superprocesses. University Lecture Series 20. Amer. Math. Soc., Providence, RI, 2000.
Mathematical Reviews (MathSciNet): MR1779100
Zentralblatt MATH: 0971.60053
[19] S. N. Evans. Two representations of a superprocess. Proc. Roy. Soc. Edinburgh Sect. A 123 (1993) 959–971.
Mathematical Reviews (MathSciNet): MR1249698
Zentralblatt MATH: 0784.60052
[20] Y. Git, J. W. Harris and S. C. Harris. Exponential growth rates in a typed branching diffusion. Ann. Appl. Probab. 17 (2007) 609–653.
Mathematical Reviews (MathSciNet): MR2308337
Zentralblatt MATH: 1131.60077
Digital Object Identifier: doi:10.1214/105051606000000853
Project Euclid: euclid.aoap/1174323258
[21] R. Hardy and S. C. Harris. A conceptual approach to a path result for branching Brownian motion. Stochastic Process Appl. 116 (2006) 1992–2013.
Mathematical Reviews (MathSciNet): MR2307069
Zentralblatt MATH: 1114.60065
Digital Object Identifier: doi:10.1016/j.spa.2006.05.010
[22] R. Hardy and S. C. Harris. A spine approach to branching diffusions with applications to Lp-convergence of martingales. In Séminaire de Probabilités XLII. C. Donati-Martin, M. Émery, A. Rouault and C. Stricker (Eds). 1979, 2009.
[23] S. C. Harris. Convergence of a “Gibbs–Boltzman” random measure for a typed branching diffusion. In Séminaire de Probabilités XXXIV 239–256. Lecture Notes in Math. 1729. Springer, Berlin, 2000.
Mathematical Reviews (MathSciNet): MR1768067
Zentralblatt MATH: 0985.60053
[24] J. Jacod and A. N. Shiryaev. Limit Theorems for Stochastic Processes, 2nd edition. Grundlehren der Mathematischen Wissenschaften 288. Springer, Berlin, 2003.
Mathematical Reviews (MathSciNet): MR1943877
[25] O. Kallenberg. Stability of critical cluster fields. Math. Nachr. 77 (1977) 7–43.
Mathematical Reviews (MathSciNet): MR443078
Zentralblatt MATH: 0361.60058
Digital Object Identifier: doi:10.1002/mana.19770770102
[26] R. Lyons, R. Pemantle and Y. Peres. Conceptual proofs of L log L criteria for mean behaviour of branching processes. Ann. Probab. 23 (1995) 1125–1138.
Mathematical Reviews (MathSciNet): MR1349164
Zentralblatt MATH: 0840.60077
Digital Object Identifier: doi:10.1214/aop/1176988176
Project Euclid: euclid.aop/1176988176
[27] R. G. Pinsky. Positive Harmonic Functions and Diffusion. Cambridge Univ. Press, Cambridge, 1995.
Mathematical Reviews (MathSciNet): MR1326606
[28] R. G. Pinsky. Transience, recurrence and local extinction properties of the support for supercritical finite measure-valued diffusions. Ann. Probab. 24 (1996) 237–267.
Mathematical Reviews (MathSciNet): MR1387634
Zentralblatt MATH: 0854.60087
Digital Object Identifier: doi:10.1214/aop/1042644715
Project Euclid: euclid.aop/1042644715
[29] S. Watanabe. A limit theorem of branching processes and continuous state branching processes. J. Math. Kyoto Univ. 8 (1968) 141–167.
Mathematical Reviews (MathSciNet): MR237008
Zentralblatt MATH: 0159.46201
Project Euclid: euclid.kjm/1250524180
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Annales de l'Institut Henri Poincaré, Probabilités et Statistiques

Annales de l'Institut Henri Poincaré, Probabilités et Statistiques