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Fitting models of continuous trait evolution to incompletely sampled comparative data using approximate bayesian computation

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dc.creatorSlater, Graham J.spa
dc.creatorHarmon, Luke J.spa
dc.creatorWegmann, Danielspa
dc.creatorJoyce, Paulspa
dc.creatorRevell, Liam J.spa
dc.creatorAlfaro, Michael E.spa
dc.date.accessioned2020-08-19T14:43:38Z
dc.date.available2020-08-19T14:43:38Z
dc.date.created2011-10-03spa
dc.description.abstractIn recent years, a suite of methods has been developed to fit multiple rate models to phylogenetic comparative data. However, most methods have limited utility at broad phylogenetic scales because they typically require complete sampling of both the tree and the associated phenotypic data. Here, we develop and implement a new, tree?based method called MECCA (Modeling Evolution of Continuous Characters using ABC) that uses a hybrid likelihood/approximate Bayesian computation (ABC)?Markov?Chain Monte Carlo approach to simultaneously infer rates of diversification and trait evolution from incompletely sampled phylogenies and trait data. We demonstrate via simulation that MECCA has considerable power to choose among single versus multiple evolutionary rate models, and thus can be used to test hypotheses about changes in the rate of trait evolution across an incomplete tree of life. We finally apply MECCA to an empirical example of body size evolution in carnivores, and show that there is no evidence for an elevated rate of body size evolution in the pinnipeds relative to terrestrial carnivores. ABC approaches can provide a useful alternative set of tools for future macroevolutionary studies where likelihood?dependent approaches are lacking.eng
dc.format.mimetypeapplication/pdf
dc.identifier.doihttps://doi.org/10.1111/j.1558-5646.2011.01474.x
dc.identifier.issnISSN: 0014-3820
dc.identifier.issnEISSN: 1558-5646
dc.identifier.urihttps://repository.urosario.edu.co/handle/10336/27744
dc.language.isoengspa
dc.publisherSociety for the Study of Evolutionspa
dc.relation.citationEndPage762
dc.relation.citationIssueNo. 3
dc.relation.citationStartPage752
dc.relation.citationTitleEvolution: International Journal of Organic Evolution
dc.relation.citationVolumeVol. 66
dc.relation.ispartofEvolution: International Journal of Organic Evolution, ISSN: 0014-3820;EISSN: 1558-5646, Vol.66, No.3 (March 2011); pp. 752-762spa
dc.relation.urihttps://onlinelibrary.wiley.com/doi/epdf/10.1111/j.1558-5646.2011.01474.xspa
dc.rights.accesRightsinfo:eu-repo/semantics/openAccess
dc.rights.accesoAbierto (Texto Completo)spa
dc.sourceEvolution: International Journal of Organic Evolutionspa
dc.source.instnameinstname:Universidad del Rosario
dc.source.reponamereponame:Repositorio Institucional EdocUR
dc.subject.keywordApproximate Bayesian computationspa
dc.subject.keywordBrownian motionspa
dc.subject.keywordCarnivoraspa
dc.subject.keywordComparative methodsspa
dc.subject.keywordEvolutionary ratesspa
dc.subject.keywordIncomplete phylogeniesspa
dc.titleFitting models of continuous trait evolution to incompletely sampled comparative data using approximate bayesian computationspa
dc.title.TranslatedTitleAjuste de modelos de evolución continua de rasgos a datos comparativos muestreados de forma incompleta utilizando cálculo bayesiano aproximadospa
dc.typearticleeng
dc.type.hasVersioninfo:eu-repo/semantics/publishedVersion
dc.type.spaArtículospa
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