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关于随机有根和无根系统发育树的樱桃和叉分布。

On cherry and pitchfork distributions of random rooted and unrooted phylogenetic trees.

机构信息

Department of Statistics and Applied Probability, National University of Singapore, Singapore, 117546, Singapore; Department of Mathematics, National University of Singapore, Singapore, 119076, Singapore.

School of Computing Sciences, University of East Anglia, Norwich, NR4 7TJ, UK.

出版信息

Theor Popul Biol. 2020 Apr;132:92-104. doi: 10.1016/j.tpb.2020.02.001. Epub 2020 Mar 3.

Abstract

Tree shape statistics are important for investigating evolutionary mechanisms mediating phylogenetic trees. As a step towards bridging shape statistics between rooted and unrooted trees, we present a comparison study on two subtree statistics known as numbers of cherries and pitchforks for the proportional to distinguishable arrangements (PDA) and the Yule-Harding-Kingman (YHK) models. Based on recursive formulas on the joint distribution of the number of cherries and that of pitchforks, it is shown that cherry distributions are log-concave for both rooted and unrooted trees under these two models. Furthermore, the mean number of cherries and that of pitchforks for unrooted trees converge respectively to those for rooted trees under the YHK model while there exists a limiting gap of 1∕4 for the PDA model. Finally, the total variation distances between the cherry distributions of rooted and those of unrooted trees converge for both models. Our results indicate that caution is required for conducting statistical analysis for tree shapes involving both rooted and unrooted trees.

摘要

树形状统计对于研究进化机制介导的系统发育树很重要。作为连接有根树和无根树之间的形状统计的一个步骤,我们对两种亚树统计量进行了比较研究,这两种统计量分别是比例可区分排列(PDA)和 Yule-Harding-Kingman(YHK)模型中的樱桃数和叉树数。基于樱桃数和叉树数的联合分布的递归公式,我们表明在这两个模型下,有根树和无根树的樱桃分布都是对数凹的。此外,对于 YHK 模型,无根树的樱桃数和叉树数的均值分别收敛于有根树的均值,而 PDA 模型存在 1/4 的极限差距。最后,两种模型下有根树和无根树的樱桃分布的总变差距离都收敛。我们的结果表明,对于涉及有根树和无根树的树形状进行统计分析时需要谨慎。

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