Central limit theorem for bifurcating markov chains under L2-ergodic conditions

Pub Date : 2022-06-15 DOI:10.1017/apr.2022.3
S. V. Bitseki Penda, Jean-François Delmas
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引用次数: 3

Abstract

Abstract Bifurcating Markov chains (BMCs) are Markov chains indexed by a full binary tree representing the evolution of a trait along a population where each individual has two children. We provide a central limit theorem for additive functionals of BMCs under $L^2$ -ergodic conditions with three different regimes. This completes the pointwise approach developed in a previous work. As an application, we study the elementary case of a symmetric bifurcating autoregressive process, which justifies the nontrivial hypothesis considered on the kernel transition of the BMCs. We illustrate in this example the phase transition observed in the fluctuations.
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l2遍历条件下分岔马尔可夫链的中心极限定理
摘要分支马尔可夫链(BMC)是由一个完整的二叉树索引的马尔可夫链,表示一个特征沿着一个群体的进化,其中每个个体有两个孩子。我们给出了具有三种不同状态的$L^2$-遍历条件下BMC的可加泛函的中心极限定理。这就完成了之前工作中开发的逐点方法。作为一个应用,我们研究了对称分叉自回归过程的基本情况,这证明了关于BMC的核跃迁的非平凡假设是正确的。我们在这个例子中说明了在波动中观察到的相变。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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