SUBCRITICAL SEVASTYANOV BRANCHING PROCESSES WITH NONHOMOGENEOUS POISSON IMMIGRATION

被引:11
作者
Hyrien, Ollivier [1 ]
Mitov, Kosto V. [2 ]
Yanev, Nikolay M. [3 ]
机构
[1] Fred Hutchinson Canc Res Ctr, Program Biostat Bioinformat & Epidemiol, Vaccine & Infect Dis Div, 1100 Fairview Ave N, Seattle, WA 98109 USA
[2] Vasil Levski Natl Mil Univ, Fac Aviat, 5856 D Mitropolia, Pleven, Bulgaria
[3] Bulgarian Acad Sci, Inst Math & Informat, Dept Operat Res Probabil & Stat, BU-1113 Sofia, Bulgaria
关键词
Branching process; immigration; Poisson process; limit theorem; STATE-DEPENDENT IMMIGRATION; CELL-POPULATIONS; LIMIT-THEOREMS; CLONAL DATA; AGE; MODEL;
D O I
10.1017/jpr.2017.18
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
We consider a class of Sevastyanov branching processes with nonhomogeneous Poisson immigration. These processes relax the assumption required by the Bellman-Harris process which imposes the lifespan and offspring of each individual to be independent. They find applications in studies of the dynamics of cell populations. In this paper we focus on the subcritical case and examine asymptotic properties of the process. We establish limit theorems, which generalize classical results due to Sevastyanov and others. Our key findings include a novel law of large numbers and a central limit theorem which emerge from the nonhomogeneity of the immigration process.
引用
收藏
页码:569 / 587
页数:19
相关论文
共 36 条
[1]  
[Anonymous], 1964, THEORY PROB APPL
[2]  
Athreya KB, 1972, BRANCHING PROCESSES
[3]   A composite likelihood approach to the analysis of longitudinal clonal data on multitype cellular systems under an age-dependent branching process [J].
Chen, Rui ;
Hyrien, Ollivier ;
Noble, Mark ;
Mayer-Proeschel, Margot .
BIOSTATISTICS, 2011, 12 (01) :173-191
[4]  
Feller W., 1971, An Introduction to Probability Theory and Its Applications, VII
[5]  
Harris T., 1963, THEORY BRANCHING PRO
[6]   A stochastic model to analyze clonal data on multi-type cell populations [J].
Hyrien, O ;
Mayer-Pröschel, M ;
Noble, M ;
Yakovlev, A .
BIOMETRICS, 2005, 61 (01) :199-207
[7]   Stochastic modeling of stress erythropoiesis using a two-type age-dependent branching process with immigration [J].
Hyrien, O. ;
Peslak, S. A. ;
Yanev, N. M. ;
Palis, J. .
JOURNAL OF MATHEMATICAL BIOLOGY, 2015, 70 (07) :1485-1521
[8]   Saddlepoint Approximations to the Moments of Multitype Age-Dependent Branching Processes, with Applications [J].
Hyrien, O. ;
Chen, R. ;
Mayer-Proeschel, M. ;
Noble, M. .
BIOMETRICS, 2010, 66 (02) :567-577
[9]  
Hyrien O., 2015, J APPL STAT SCI, V21, P229
[10]   Stochastic modeling of oligodendrocyte generation in cell culture: model validation with time-lapse data [J].
Hyrien, Ollivier ;
Ambeskovic, Ibro ;
Mayer-Proschel, Margot ;
Noble, Mark ;
Yakovlev, Andrei .
THEORETICAL BIOLOGY AND MEDICAL MODELLING, 2006, 3