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EvolQG - An R package for evolutionary quantitative genetics

We present an open source package for performing evolutionary quantitative genetics analyses in the R environment for statistical computing. Evolutionary theory shows that evolution depends critically on the available variation in a given population. When dealing with many quantitative traits this v...

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Detalles Bibliográficos
Autores principales: Melo, Diogo, Garcia, Guilherme, Hubbe, Alex, Assis, Ana Paula, Marroig, Gabriel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: F1000Research 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5022708/
https://www.ncbi.nlm.nih.gov/pubmed/27785352
http://dx.doi.org/10.12688/f1000research.7082.3
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author Melo, Diogo
Garcia, Guilherme
Hubbe, Alex
Assis, Ana Paula
Marroig, Gabriel
author_facet Melo, Diogo
Garcia, Guilherme
Hubbe, Alex
Assis, Ana Paula
Marroig, Gabriel
author_sort Melo, Diogo
collection PubMed
description We present an open source package for performing evolutionary quantitative genetics analyses in the R environment for statistical computing. Evolutionary theory shows that evolution depends critically on the available variation in a given population. When dealing with many quantitative traits this variation is expressed in the form of a covariance matrix, particularly the additive genetic covariance matrix or sometimes the phenotypic matrix, when the genetic matrix is unavailable and there is evidence the phenotypic matrix is sufficiently similar to the genetic matrix. Given this mathematical representation of available variation, the \textbf{EvolQG} package provides functions for calculation of relevant evolutionary statistics; estimation of sampling error; corrections for this error; matrix comparison via correlations, distances and matrix decomposition; analysis of modularity patterns; and functions for testing evolutionary hypotheses on taxa diversification.
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spelling pubmed-50227082016-10-25 EvolQG - An R package for evolutionary quantitative genetics Melo, Diogo Garcia, Guilherme Hubbe, Alex Assis, Ana Paula Marroig, Gabriel F1000Res Software Tool Article We present an open source package for performing evolutionary quantitative genetics analyses in the R environment for statistical computing. Evolutionary theory shows that evolution depends critically on the available variation in a given population. When dealing with many quantitative traits this variation is expressed in the form of a covariance matrix, particularly the additive genetic covariance matrix or sometimes the phenotypic matrix, when the genetic matrix is unavailable and there is evidence the phenotypic matrix is sufficiently similar to the genetic matrix. Given this mathematical representation of available variation, the \textbf{EvolQG} package provides functions for calculation of relevant evolutionary statistics; estimation of sampling error; corrections for this error; matrix comparison via correlations, distances and matrix decomposition; analysis of modularity patterns; and functions for testing evolutionary hypotheses on taxa diversification. F1000Research 2016-11-08 /pmc/articles/PMC5022708/ /pubmed/27785352 http://dx.doi.org/10.12688/f1000research.7082.3 Text en Copyright: © 2016 Melo D et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Software Tool Article
Melo, Diogo
Garcia, Guilherme
Hubbe, Alex
Assis, Ana Paula
Marroig, Gabriel
EvolQG - An R package for evolutionary quantitative genetics
title EvolQG - An R package for evolutionary quantitative genetics
title_full EvolQG - An R package for evolutionary quantitative genetics
title_fullStr EvolQG - An R package for evolutionary quantitative genetics
title_full_unstemmed EvolQG - An R package for evolutionary quantitative genetics
title_short EvolQG - An R package for evolutionary quantitative genetics
title_sort evolqg - an r package for evolutionary quantitative genetics
topic Software Tool Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5022708/
https://www.ncbi.nlm.nih.gov/pubmed/27785352
http://dx.doi.org/10.12688/f1000research.7082.3
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