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The local-clock permutation test: A simple test to compare rates of molecular evolution on phylogenetic trees

机译:本地时钟置换测试:比较系统发育树上分子进化速率的简单测试

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摘要

Rates of molecular evolution vary substantially between lineages, and a growing effort is directed at uncovering the causes and consequences of this variation. Comparing local-clocks (rates of molecular evolution estimated from different sets of branches of a phylogenetic tree) is a common tool in this research effort. Here, I show that a commonly used test (the Likelihood Ratio Test, LRT) will not be statistically valid for comparing local-clocks in most cases. Instead, I propose the local-clock permutation test (LCPT), a simple test that can be used to test the significance of differences between local-clocks. The LCPT could also be used to test for differences between any parameter that can be assigned to individual branches on a phylogenetic tree. Using simulated data, I show that the LCPT has good power to detect differences between local-clocks.
机译:分子进化的速度在谱系之间​​有很大的不同,并且人们不断加大努力以揭示这种变化的原因和后果。比较本地时钟(从系统发育树的不同分支集估计的分子进化速率)是这项研究工作中的常用工具。在这里,我表明,在大多数情况下,常用的测试(似然比测试,LRT)对于比较本地时钟在统计上是无效的。相反,我提出了本地时钟置换测试(LCPT),这是一个简单的测试,可以用来测试本地时钟之间差异的重要性。 LCPT还可以用于测试可分配给系统树上各个分支的任何参数之间的差异。使用模拟数据,我表明LCPT具有检测本地时钟之间差异的强大功能。

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