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Statistical Properties of Pairwise Distances between Leaves on a Random Yule Tree
A Yule tree is the result of a branching process with constant birth and death rates. Such a process serves as an instructive null model of many empirical systems, for instance, the evolution of species leading to a phylogenetic tree. However, often in phylogeny the only available information is the...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4380457/ https://www.ncbi.nlm.nih.gov/pubmed/25826216 http://dx.doi.org/10.1371/journal.pone.0120206 |
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author | Sheinman, Michael Massip, Florian Arndt, Peter F. |
author_facet | Sheinman, Michael Massip, Florian Arndt, Peter F. |
author_sort | Sheinman, Michael |
collection | PubMed |
description | A Yule tree is the result of a branching process with constant birth and death rates. Such a process serves as an instructive null model of many empirical systems, for instance, the evolution of species leading to a phylogenetic tree. However, often in phylogeny the only available information is the pairwise distances between a small fraction of extant species representing the leaves of the tree. In this article we study statistical properties of the pairwise distances in a Yule tree. Using a method based on a recursion, we derive an exact, analytic and compact formula for the expected number of pairs separated by a certain time distance. This number turns out to follow a increasing exponential function. This property of a Yule tree can serve as a simple test for empirical data to be well described by a Yule process. We further use this recursive method to calculate the expected number of the n-most closely related pairs of leaves and the number of cherries separated by a certain time distance. To make our results more useful for realistic scenarios, we explicitly take into account that the leaves of a tree may be incompletely sampled and derive a criterion for poorly sampled phylogenies. We show that our result can account for empirical data, using two families of birds species. |
format | Online Article Text |
id | pubmed-4380457 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-43804572015-04-09 Statistical Properties of Pairwise Distances between Leaves on a Random Yule Tree Sheinman, Michael Massip, Florian Arndt, Peter F. PLoS One Research Article A Yule tree is the result of a branching process with constant birth and death rates. Such a process serves as an instructive null model of many empirical systems, for instance, the evolution of species leading to a phylogenetic tree. However, often in phylogeny the only available information is the pairwise distances between a small fraction of extant species representing the leaves of the tree. In this article we study statistical properties of the pairwise distances in a Yule tree. Using a method based on a recursion, we derive an exact, analytic and compact formula for the expected number of pairs separated by a certain time distance. This number turns out to follow a increasing exponential function. This property of a Yule tree can serve as a simple test for empirical data to be well described by a Yule process. We further use this recursive method to calculate the expected number of the n-most closely related pairs of leaves and the number of cherries separated by a certain time distance. To make our results more useful for realistic scenarios, we explicitly take into account that the leaves of a tree may be incompletely sampled and derive a criterion for poorly sampled phylogenies. We show that our result can account for empirical data, using two families of birds species. Public Library of Science 2015-03-31 /pmc/articles/PMC4380457/ /pubmed/25826216 http://dx.doi.org/10.1371/journal.pone.0120206 Text en © 2015 Sheinman et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Sheinman, Michael Massip, Florian Arndt, Peter F. Statistical Properties of Pairwise Distances between Leaves on a Random Yule Tree |
title | Statistical Properties of Pairwise Distances between Leaves on a Random Yule Tree |
title_full | Statistical Properties of Pairwise Distances between Leaves on a Random Yule Tree |
title_fullStr | Statistical Properties of Pairwise Distances between Leaves on a Random Yule Tree |
title_full_unstemmed | Statistical Properties of Pairwise Distances between Leaves on a Random Yule Tree |
title_short | Statistical Properties of Pairwise Distances between Leaves on a Random Yule Tree |
title_sort | statistical properties of pairwise distances between leaves on a random yule tree |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4380457/ https://www.ncbi.nlm.nih.gov/pubmed/25826216 http://dx.doi.org/10.1371/journal.pone.0120206 |
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