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phylopath: Easy phylogenetic path analysis in R

Confirmatory path analysis allows researchers to evaluate and compare causal models using observational data. This tool has great value for comparative biologists since they are often unable to gather experimental data on macro-evolutionary hypotheses, but is cumbersome and error-prone to perform. I...

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Autor principal: van der Bijl, Wouter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5923215/
https://www.ncbi.nlm.nih.gov/pubmed/29713568
http://dx.doi.org/10.7717/peerj.4718
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author van der Bijl, Wouter
author_facet van der Bijl, Wouter
author_sort van der Bijl, Wouter
collection PubMed
description Confirmatory path analysis allows researchers to evaluate and compare causal models using observational data. This tool has great value for comparative biologists since they are often unable to gather experimental data on macro-evolutionary hypotheses, but is cumbersome and error-prone to perform. I introduce phylopath, an R package that implements phylogenetic path analysis (PPA) as described by von Hardenberg & Gonzalez-Voyer (2013). In addition to the published method, I provide support for the inclusion of binary variables. I illustrate PPA and phylopath by recreating part of a study on the relationship between brain size and vulnerability to extinction. The package aims to make the analysis straight-forward, providing convenience functions, and several plotting methods, which I hope will encourage the spread of the method.
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spelling pubmed-59232152018-04-30 phylopath: Easy phylogenetic path analysis in R van der Bijl, Wouter PeerJ Bioinformatics Confirmatory path analysis allows researchers to evaluate and compare causal models using observational data. This tool has great value for comparative biologists since they are often unable to gather experimental data on macro-evolutionary hypotheses, but is cumbersome and error-prone to perform. I introduce phylopath, an R package that implements phylogenetic path analysis (PPA) as described by von Hardenberg & Gonzalez-Voyer (2013). In addition to the published method, I provide support for the inclusion of binary variables. I illustrate PPA and phylopath by recreating part of a study on the relationship between brain size and vulnerability to extinction. The package aims to make the analysis straight-forward, providing convenience functions, and several plotting methods, which I hope will encourage the spread of the method. PeerJ Inc. 2018-04-25 /pmc/articles/PMC5923215/ /pubmed/29713568 http://dx.doi.org/10.7717/peerj.4718 Text en © 2018 van der Bijl http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Bioinformatics
van der Bijl, Wouter
phylopath: Easy phylogenetic path analysis in R
title phylopath: Easy phylogenetic path analysis in R
title_full phylopath: Easy phylogenetic path analysis in R
title_fullStr phylopath: Easy phylogenetic path analysis in R
title_full_unstemmed phylopath: Easy phylogenetic path analysis in R
title_short phylopath: Easy phylogenetic path analysis in R
title_sort phylopath: easy phylogenetic path analysis in r
topic Bioinformatics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5923215/
https://www.ncbi.nlm.nih.gov/pubmed/29713568
http://dx.doi.org/10.7717/peerj.4718
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