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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
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PeerJ Inc.
2018
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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. |
format | Online Article Text |
id | pubmed-5923215 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT vanderbijlwouter phylopatheasyphylogeneticpathanalysisinr |