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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
F1000Research
2016
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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. |
format | Online Article Text |
id | pubmed-5022708 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | F1000Research |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT melodiogo evolqganrpackageforevolutionaryquantitativegenetics AT garciaguilherme evolqganrpackageforevolutionaryquantitativegenetics AT hubbealex evolqganrpackageforevolutionaryquantitativegenetics AT assisanapaula evolqganrpackageforevolutionaryquantitativegenetics AT marroiggabriel evolqganrpackageforevolutionaryquantitativegenetics |