Weak Convergence Results for Multiple Generations of a Branching Process

被引:5
|
作者
Kuelbs, James [1 ]
Vidyashankar, Anand N. [2 ]
机构
[1] Univ Wisconsin, Dept Math, Madison, WI 53706 USA
[2] Cornell Univ, Dept Stat Sci, Ithaca, NY 14853 USA
关键词
Branching processes; Functional CLT; Darling-Erdos theorem; Extremal distributions; Weighted c(0) spaces;
D O I
10.1007/s10959-009-0266-y
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 establish limit theorems involving weak convergence of multiple generations of critical and supercritical branching processes. These results arise naturally when dealing with the joint asymptotic behavior of functionals defined in terms of several generations of such processes. Applications of our main result include a functional central limit theorem (CLT), a Darling-Erdos result, and an extremal process result. The limiting process for our functional CLT is an infinite dimensional Brownian motion with sample paths in the infinite product space (C (0)[0,1])(infinity), with the product topology, or in Banach subspaces of (C (0)[0,1])(infinity) determined by norms related to the distribution of the population size of the branching process. As an application of this CLT we obtain a central limit theorem for ratios of weighted sums of generations of a branching processes, and also to various maximums of these generations. The Darling-Erdos result and the application to extremal distributions also include infinite-dimensional limit laws. Some branching process examples where the CLT fails are also included.
引用
收藏
页码:376 / 396
页数:21
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