A UNIFYING APPROACH TO BRANCHING PROCESSES IN A VARYING ENVIRONMENT

被引:17
作者
Kersting, Goetz [1 ]
机构
[1] Goethe Univ Frankfurt Main, Math & Comp Sci, Frankfurt, Germany
关键词
Branching process; varying environment; Galton-Watson process; exponential distribution; GALTON-WATSON PROCESS; EXTINCTION;
D O I
10.1017/jpr.2019.84
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
Branching processes (Z_n)_{n \ge 0} in a varying environment generalize the Galton-Watson process, in that they allow time dependence of the offspring distribution. Our main results concern general criteria for almost sure extinction, square integrability of the martingale (Z_n/\mathrm E[Z_n])_{n \ge 0}, properties of the martingale limit W and a Yaglom-type result stating convergence to an exponential limit distribution of the suitably normalized population size Z_n, conditioned on the event Z_n \gt 0. The theorems generalize/unify diverse results from the literature and lead to a classification of the processes.
引用
收藏
页码:196 / 220
页数:25
相关论文
共 21 条