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Asymptotic regimes for the occupancy scheme of multiplicative cascades. (English) Zbl 1148.60013

Summary: In the classical occupancy scheme, one considers a fixed discrete probability measure \(\mathbf p = (p_1 : i \in \mathcal I)\) and throws balls independently at random in boxes labeled by \(\mathcal I\), such that \(p_i\) is the probability that a given ball falls into the box \(i\). In this work, we are interested in asymptotic regimes of this scheme in the situation induced by a refining sequence \((\mathbf p(k) : k \in \mathbb N)\) of random probability measures which arise from some multiplicative cascade. Our motivation comes from the study of the asymptotic behavior of certain fragmentation chains.

MSC:

60F15 Strong limit theorems
60J80 Branching processes (Galton-Watson, birth-and-death, etc.)

References:

[1] Bahadur, R. R., On the number of distinct values in a large sample from an infinite discrete distribution, Proc. Natl. Inst. Sci. India Part A, 26, 67-75 (1960) · Zbl 0151.23803
[2] Bertoin, J., Random Fragmentation and Coagulation Processes (2006), Cambridge University Press: Cambridge University Press Cambridge · Zbl 1107.60002
[3] Bertoin, J.; Rouault, A., Discretization methods for homogeneous fragmentations, J. London Math. Soc., 72, 91-109 (2005) · Zbl 1077.60053
[4] Biggins, J. D., Martingale convergence in the branching random walk, J. Appl. Probab., 14, 25-37 (1977) · Zbl 0356.60053
[5] Biggins, J. D., Uniform convergence of martingales in the branching random walk, Ann. Probab., 20, 137-151 (1992) · Zbl 0748.60080
[6] Boucheron, S.; Gardy, D., An urn model from learning theory, Random Struct. Algorithms, 10, 43-69 (1997) · Zbl 0872.60005
[7] Bunge, J.; Fitzpatrick, M., Estimating the number of species: A review, J. Amer. Statist. Assoc., 88, 364-373 (1993)
[8] Dutko, M., Central limit theorems for infinite urn models, Ann. Probab., 17, 1255-1263 (1989) · Zbl 0685.60023
[9] Gardy, D., Occupancy urn models in the analysis of algorithms, J. Stat. Plan. Inference, 101, 95-105 (2002) · Zbl 0994.60006
[10] Gnedin, A.; Hansen, B.; Pitman, J., Notes on the occupancy problem with infinitely many boxes: General asymptotics and power laws, Probab. Surv., 4, 146-171 (2007) · Zbl 1189.60050
[11] Gnedin, A.; Pitman, J.; Yor, M., Asymptotic laws for compositions derived from transformed subordinators, Ann. Probab., 34, 468-492 (2006) · Zbl 1142.60327
[12] He, F.; Gaston, K. J., Estimating species abundance from occurrence, Amer. Nat., 156-5, 553-559 (2000)
[13] Holst, L., On birthday, collectors’, occupancy and other classical urn problems, Int. Stat. Rev., 54, 15-27 (1986) · Zbl 0594.60014
[14] H.-K. Hwang, S. Janson, Local limit theorems for finite and infinite urn models, Ann. Probab. (2007+) (in press); H.-K. Hwang, S. Janson, Local limit theorems for finite and infinite urn models, Ann. Probab. (2007+) (in press) · Zbl 1138.60027
[15] Johnson, N. L.; Kotz, S., Urn Models and their Application. An Approach to Modern Discrete Probability Theory (1977), John Wiley & Sons: John Wiley & Sons New York, London, Sydney · Zbl 0352.60001
[16] Karlin, S., Central limit theorems for certain infinite urn schemes, J. Math. Mech., 17, 373-401 (1967) · Zbl 0154.43701
[17] Kingman, J. F.C., The coalescent, Stochastic Process. Appl., 13, 235-248 (1982) · Zbl 0491.60076
[18] Kolchin, V. F.; Sevast’yanov, B. A.; Chistyakov, V. P., Random Allocations (1978), John Wiley & Sons: John Wiley & Sons New York, London, Sydney · Zbl 0464.60002
[19] Liu, Q. S., On generalized multiplicative cascades, Stochastic Process. Appl., 86, 263-286 (2000) · Zbl 1028.60087
[20] C. Stone, On local and ratio limit theorems, in: Proc. 5th Berkeley Sympos. Math. Statist. Probab., vol. 2, 1967, pp. 217-224; C. Stone, On local and ratio limit theorems, in: Proc. 5th Berkeley Sympos. Math. Statist. Probab., vol. 2, 1967, pp. 217-224 · Zbl 0236.60021
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