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Exact convergence rate in the central limit theorem for a branching process in a random environment
Statistics & Probability Letters ( IF 0.9 ) Pub Date : 2021-07-14 , DOI: 10.1016/j.spl.2021.109194
Zhi-Qiang Gao 1
Affiliation  

Let {Zn} be a supercritical branching process in an independent and identically distributed random environment. As is well known, the behavior of Zn depends primarily on that of the associated random walk Sn constructed by the logarithms of the quenched expectation of population sizes. By this observation, the Berry–Esséen bound for logZn has been established by Grama et al. (2017). To refine that, we figure out the exact convergence rate in the central limit theorem for logZn under the annealed law, with less restrictive moment conditions. In particular, there is one factor in the rate function concerning on logZn that does not appear in that for Sn. Hence the result indicates the essential difference between logZn and Sn.



中文翻译:

随机环境中分支过程的中心极限定理的精确收敛速度

{Zn}是一个独立同分布的随机环境中的超临界分支过程。众所周知,行为Zn 主要取决于相关的随机游走 n由人口规模的淬灭期望的对数构建。根据这一观察,Berry-Esséen 前往日志ZnGrama 等人已经建立了。(2017)。为了完善这一点,我们计算出中心极限定理中的精确收敛速度日志Zn在退火定律下,力矩条件限制较少。特别地,率函数中有一个因素涉及日志Zn 没有出现在那个中 n. 因此,结果表明两者之间的本质区别日志Znn.

更新日期:2021-07-18
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