In this paper the asymptotic behavior of a critical multi-type branching process with immigration is described when the offspring mean matrix is irreducible, in other words, when the process is indecomposable. It is proved that sequences of appropriately scaled random step functions formed from periodic subsequences of a critical indecomposable multi-type branching process with immigration converge weakly towards a process supported by a ray determined by the Perron vector of the offspring mean matrix. The types can be partitioned into nonempty mutually disjoint subsets (according to communication of types) such that the coordinate processes belonging to the same subset are multiples of the same squared Bessel process, and the coordinate processes belonging to different subsets are independent.
Accepté le :
DOI : 10.1051/ps/2016010
Mots-clés : Critical multi-type branching processes with immigration, squared Bessel processes
@article{PS_2016__20__238_0, author = {Danka, Tivadar and Pap, Gyula}, title = {Asymptotic behavior of critical indecomposable multi-type branching processes with immigration}, journal = {ESAIM: Probability and Statistics}, pages = {238--260}, publisher = {EDP-Sciences}, volume = {20}, year = {2016}, doi = {10.1051/ps/2016010}, mrnumber = {3528626}, zbl = {1356.60129}, language = {en}, url = {http://www.numdam.org/articles/10.1051/ps/2016010/} }
TY - JOUR AU - Danka, Tivadar AU - Pap, Gyula TI - Asymptotic behavior of critical indecomposable multi-type branching processes with immigration JO - ESAIM: Probability and Statistics PY - 2016 SP - 238 EP - 260 VL - 20 PB - EDP-Sciences UR - http://www.numdam.org/articles/10.1051/ps/2016010/ DO - 10.1051/ps/2016010 LA - en ID - PS_2016__20__238_0 ER -
%0 Journal Article %A Danka, Tivadar %A Pap, Gyula %T Asymptotic behavior of critical indecomposable multi-type branching processes with immigration %J ESAIM: Probability and Statistics %D 2016 %P 238-260 %V 20 %I EDP-Sciences %U http://www.numdam.org/articles/10.1051/ps/2016010/ %R 10.1051/ps/2016010 %G en %F PS_2016__20__238_0
Danka, Tivadar; Pap, Gyula. Asymptotic behavior of critical indecomposable multi-type branching processes with immigration. ESAIM: Probability and Statistics, Tome 20 (2016), pp. 238-260. doi : 10.1051/ps/2016010. http://www.numdam.org/articles/10.1051/ps/2016010/
K.B. Athreya and P.E. Ney, Branching processes. Springer-Verlag (1972). | MR | Zbl
R.B. Bapat and T.E.S. Raghavan, Nonnegative matrices and applications. Vol. 64 of Encyclopedia of Mathematics and its Applications. Cambridge University Press (1997). | MR | Zbl
Asymptotic behavior of unstable INAR()processes. Stoch. Process. Appl. 121 (2011) 583–608. | DOI | MR | Zbl
, and ,R.A. Brualdi and D. Cvetković, A combinatorial approach to matrix theory and its applications. Discrete Mathematics and its Applications. CRC Press, Boca Raton (2009). | MR | Zbl
S.N. Ethier and T.G. Kurtz, Markov processes. Characterization and convergence. Wiley (1986). | MR | Zbl
R.A. Horn and Ch.R. Johnson, Matrix Analysis. Cambridge University Press (1985). | MR | Zbl
A note on weak convergence of random step processes. Acta Math. Hungar. 126 (2010) 381–395. | DOI | MR | Zbl
and ,Asymptotic behavior of critical primitive multi-type branching processes with immigration. Stoch. Anal. Appl. 32 (2014) 727–741. | DOI | MR | Zbl
and ,Asymptotic behavior of CLS estimators for 2-type doubly symmetric critical Galton–Watson processes with immigration. Bernoulli 20 (2014) 2247–2277. | DOI | MR | Zbl
, and ,J. Jacod and A.N. Shiryaev, Limit Theorems for Stochastic Processes, 2nd edition. Springer-Verlag (2003). | MR
Weak convergence of sequences of semimartingales with applications to multitype branching processes. Adv. Appl. Probab. 18 (1986) 20–65. | DOI | MR | Zbl
and ,O. Kallenberg, Foundations of Modern Probability. Springer (1997). | MR | Zbl
I. Karatzas and S.E. Shreve, Brownian Motion and Stochastic Calculus, 2nd ed. Springer (1991). | MR
Additional limit theorems for indecomposable multidimensional Galton–Watson processes. Ann. Math. Statist. 37 (1966) 1463–1481. | DOI | MR | Zbl
and ,K. Körmendi and G. Pap, Statistical inference of 2-type critical Galton–Watson processes with immigration. Preprint (2015). | arXiv | MR
H. Minc, Nonnegative matrices. Wiley-Interscience Series in Discrete Mathematics and Optimization. A Wiley-Interscience Publication, John Wiley & Sons (1988). | MR | Zbl
The multi-type Galton–Watson process with immigration. J. Appl. Probab. 7 (1970) 411–422. | DOI | MR | Zbl
,D. Revuz and M. Yor, Continuous Martingales and Brownian Motion. 3rd edition, corrected 2nd printing. Springer-Verlag (2001). | MR
Some asymptotic results for the branching process with immigration. Stoch. Process. Appl. 31 (1989) 261–282. | DOI | MR | Zbl
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