ASYMPTOTIC BEHAVIOR OF PROJECTIONS OF SUPERCRITICAL MULTI-TYPE CONTINUOUS-STATE AND CONTINUOUS-TIME BRANCHING PROCESSES WITH IMMIGRATION

被引:4
作者
Barczy, Matyas [1 ]
Palau, Sandra [2 ]
Pap, Gyula [1 ]
机构
[1] Univ Szeged, Bolyai Inst, MTA SZTE Anal & Stochast Res Grp, Aradi Vertanuk Tere 1, H-6720 Szeged, Hungary
[2] Univ Nacl Autonoma Mexico, Dept Stat & Probabil, Inst Invest Matemat Aplicadas & Sistemas, Mexico City, DF, Mexico
关键词
Multi-type continuous-state and continuous-time branching processes with immigration; mixed normal distribution; LIMIT-THEOREMS; DISTRIBUTIONS; JUMPS;
D O I
10.1017/apr.2021.7
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Under a fourth-order moment condition on the branching and a second-order moment condition on the immigration mechanisms, we show that an appropriately scaled projection of a supercritical and irreducible continuous-state and continuous-time branching process with immigration on certain left non-Perron eigenvectors of the branching mean matrix is asymptotically mixed normal. With an appropriate random scaling, under some conditional probability measure, we prove asymptotic normality as well. In the case of a non-trivial process, under a first-order moment condition on the immigration mechanism, we also prove the convergence of the relative frequencies of distinct types of individuals on a suitable event; for instance, if the immigration mechanism does not vanish, then this convergence holds almost surely.
引用
收藏
页码:1023 / 1060
页数:38
相关论文
共 25 条
[1]   LIMIT THEOREMS FOR MULTITYPE CONTINUOUS TIME MARKOV BRANCHING PROCESSES .I. CASE OF AN EIGENVECTOR LINEAR FUNCTIONAL [J].
ATHREYA, KB .
ZEITSCHRIFT FUR WAHRSCHEINLICHKEITSTHEORIE UND VERWANDTE GEBIETE, 1969, 12 (04) :320-&
[2]   LIMIT THEOREMS FOR MULTITYPE CONTINUOUS TIME MARKOV BRANCHING PROCESSES .2. CASE OF AN ARBITRARY LINEAR FUNCTIONAL [J].
ATHREYA, KB .
ZEITSCHRIFT FUR WAHRSCHEINLICHKEITSTHEORIE UND VERWANDTE GEBIETE, 1969, 13 (3-4) :204-&
[3]   SOME RESULTS ON MULTITYPE CONTINUOUS TIME MARKOV BRANCHING PROCESSES [J].
ATHREYA, KB .
ANNALS OF MATHEMATICAL STATISTICS, 1968, 39 (02) :347-&
[4]   ON THE LIMIT DISTRIBUTIONS OF SOME FUNCTIONALS IN MULTITYPE BRANCHING-PROCESSES [J].
BADALBAEV, IS ;
MUKHITDINOV, A .
THEORY OF PROBABILITY AND ITS APPLICATIONS, 1990, 35 (04) :625-638
[5]  
Barczy M., 2015, INT J STOCH ANAL, V2015
[6]  
BARCZY M., 2018, ARXIV 1806 10559
[7]   Almost sure, L1- and L2-growth behavior of supercritical multi-type continuous state and continuous time branching processes with immigration [J].
Barczy, Matyas ;
Palau, Sandra ;
Pap, Gyula .
SCIENCE CHINA-MATHEMATICS, 2020, 63 (10) :2089-2116
[8]   Asymptotic behavior of critical, irreducible multi-type continuous state and continuous time branching processes with immigration [J].
Barczy, Matyas ;
Pap, Gyula .
STOCHASTICS AND DYNAMICS, 2016, 16 (04)
[9]   Moment Formulas for Multitype Continuous State and Continuous Time Branching Process with Immigration [J].
Barczy, Matyas ;
Li, Zenghu ;
Pap, Gyula .
JOURNAL OF THEORETICAL PROBABILITY, 2016, 29 (03) :958-995
[10]  
Barczy M, 2015, ALEA-LAT AM J PROBAB, V12, P129