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Estimating diversification rates: How useful are divergence times?

机译:估算多元化率:分歧时间有用吗?

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摘要

The dynamics of species diversification rates are a key component of macroevolutionary patterns. Although not absolutely necessary, the use of divergence times inferred from sequence data has led to development of more powerful methods for inferring diversification rates. However, it is unclear what impact uncertainty in age estimates have on diversification rate inferences. Here, we quantify these effects using both Bayesian and frequentist methodology. Through simulation, we demonstrate that adding sequence data results in more precise estimates of internal node ages, but a reasonable approximation of these node ages is often sufficient to approach the theoretical minimum variance in speciation rate estimates. We also find that even crude estimates of divergence times increase the power of tests of diversification rate differences between sister clades. Finally, because Bayesian and frequentist methods provided similar assessments of error, novel Bayesian approaches may provide a useful framework for tests of diversification rates in more complex contexts than are addressed here.
机译:物种多样化速率的动态是宏观进化模式的关键组成部分。尽管不是绝对必要的,但从序列数据推断出的发散时间的使用已导致开发出更强大的方法来推断多样化率。但是,尚不清楚年龄估计中的不确定性对多元化率推论有什么影响。在这里,我们使用贝叶斯方法和频率论方法对这些影响进行量化。通过仿真,我们证明了添加序列数据可以对内部节点年龄进行更精确的估计,但是这些节点年龄的合理近似值通常足以接近物种形成率估计值的理论最小方差。我们还发现,即使是对发散时间的粗略估计也会增加对姐妹进化枝之间的发散率差异进行检验的能力。最后,由于贝叶斯方法和惯常方法对错误的评估相似,因此新颖的贝叶斯方法可能为在比此处讨论的更为复杂的情况下测试多样化率提供了有用的框架。

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