×

Harmonic moments and large deviations for a critical Galton-Watson process with immigration. (English) Zbl 1476.60156

Summary: In this paper, a critical Galton-Watson branching process with immigration \(Z_n\) is studied. We first obtain the convergence rate of the harmonic moment of \(Z_n\). Then the large deviation of \({S_{{Z_n}}}:= \sum\nolimits_{i = 1}^{{Z_n}} {{X_i}}\) is obtained, where \(\{X_i\}\) is a sequence of independent and identically distributed zero-mean random variables with the tail index \(\alpha > 2\). We shall see that the converging rate is determined by the immigration mean, the variance of reproducing and the tail index of \(X_1^+\), compared with the previous result for the supercritical case, where the rate depends on the Schröder constant and the tail index.

MSC:

60J80 Branching processes (Galton-Watson, birth-and-death, etc.)
60F10 Large deviations

References:

[1] Athreya, K. B.; Ney, P. E., Branching Processes (1972), Berlin: Springer, Berlin · Zbl 0259.60002 · doi:10.1007/978-3-642-65371-1
[2] Athreya, K. B., Large deviation rates for branching processes I: Single type case, Ann Appl Probab, 4, 779-790 (1994) · Zbl 0806.60068 · doi:10.1214/aoap/1177004971
[3] Borovkov, A. A., Estimates for sums and maxima of sums of random variables when the Cramér condition is not satisfied, Sib Math J, 41, 811-848 (2000) · Zbl 0953.03043 · doi:10.1007/BF02674739
[4] Fleischmann, K.; Wachtel, V., Large deviations for sums indexed by the generations of a Galton-Watson process, Probab Theory Related Fields, 141, 445-470 (2008) · Zbl 1141.60048 · doi:10.1007/s00440-007-0090-1
[5] Heyde, C.; Brown, B., An invariance principle and some convergence rate results for branching processes, Z Wahrsch Verw Gebiete, 20, 271-278 (1971) · Zbl 0212.49505 · doi:10.1007/BF00538373
[6] Kallenberg, O., Foundations of Modern Probability (2002), New York: Springer, New York · Zbl 0996.60001 · doi:10.1007/978-1-4757-4015-8
[7] Kesten, H.; Ney, P.; Spitzer, F., The Galton-Watson process with mean one and finite variance, Theory Probab Appl, 11, 579-611 (1966) · Zbl 0158.35202 · doi:10.1137/1111059
[8] Li, D. D.; Zhang, M., Asymptotic behaviors for critical branching processes with immigration, Acta Math Sin Engl Ser, 35, 537-549 (2019) · Zbl 1411.60123 · doi:10.1007/s10114-019-7441-6
[9] Liu, J. N.; Zhang, M., Large deviation for supercritical branching processes with immigration, Acta Math Sin Engl Ser, 32, 893-900 (2016) · Zbl 1348.60040 · doi:10.1007/s10114-016-5437-z
[10] Mellein, B., Local limit theorems for the critical Galton-Watson process with immigration, Rev Colombiana Mat, 16, 31-56 (1982) · Zbl 0489.60087
[11] Nagaev, A. V., On estimating the expected number of direct descendants of a particle in a branching process, Theory Probab Appl, 12, 314-320 (1967) · Zbl 0196.18804 · doi:10.1137/1112037
[12] Nagaev, S. V., Large deviations of sums of independent random variables, Ann Probab, 7, 745-789 (1979) · Zbl 0418.60033 · doi:10.1214/aop/1176994938
[13] Nagaev, S. V.; Vachtel, V. I., On the local limit theorem for a critical Galton-Watson process, Theory Probab Appl, 50, 400-419 (2006) · Zbl 1116.60047 · doi:10.1137/S0040585X97981822
[14] Ney, P. E.; Vidyashankar, A. N., Harmonic moments and large deviation rates for supercritical branching processes, Ann Appl Probab, 13, 475-489 (2003) · Zbl 1032.60081 · doi:10.1214/aoap/1050689589
[15] Ney, P. E.; Vidyashankar, A. N., Local limit theory and large deviations for supercritical branching processes, Ann Appl Probab, 14, 1135-1166 (2004) · Zbl 1084.60542 · doi:10.1214/105051604000000242
[16] Pakes, A. G., Further results on the critical Galton-Watson process with immigration, J Aust Math Soc, 13, 277-290 (1972) · Zbl 0235.60078 · doi:10.1017/S1446788700013690
[17] Pakes, A. G., Non-parametric estimation in the Galton-Watson processes, Math Biosci, 26, 1-18 (1975) · Zbl 0316.62033 · doi:10.1016/0025-5564(75)90091-7
[18] Petrov, V. V., Sums of Independent Random Variables (1975), Berlin: Springer-Verlag, Berlin · Zbl 0322.60043 · doi:10.1007/978-3-642-65809-9
[19] Sun, Q.; Zhang, M., Harmonic moments and large deviations for supercritical branching processes with immigration, Front Math China, 12, 1201-1220 (2017) · Zbl 1386.60297 · doi:10.1007/s11464-017-0642-3
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.