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On the use of the coefficient of variation to quantify and compare trait variation

Meaningful comparison of variation in quantitative trait requires controlling for both the dimension of the varying entity and the dimension of the factor generating variation. Although the coefficient of variation (CV; standard deviation divided by the mean) is often used to measure and compare var...

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Autores principales: Pélabon, Christophe, Hilde, Christoffer H., Einum, Sigurd, Gamelon, Marlène
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7293077/
https://www.ncbi.nlm.nih.gov/pubmed/32547779
http://dx.doi.org/10.1002/evl3.171
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author Pélabon, Christophe
Hilde, Christoffer H.
Einum, Sigurd
Gamelon, Marlène
author_facet Pélabon, Christophe
Hilde, Christoffer H.
Einum, Sigurd
Gamelon, Marlène
author_sort Pélabon, Christophe
collection PubMed
description Meaningful comparison of variation in quantitative trait requires controlling for both the dimension of the varying entity and the dimension of the factor generating variation. Although the coefficient of variation (CV; standard deviation divided by the mean) is often used to measure and compare variation of quantitative traits, it only accounts for the dimension of the former, and its use for comparing variation may sometimes be inappropriate. Here, we discuss the use of the CV to compare measures of evolvability and phenotypic plasticity, two variational properties of quantitative traits. Using a dimensional analysis, we show that contrary to evolvability, phenotypic plasticity cannot be meaningfully compared across traits and environments by mean‐scaling trait variation. We further emphasize the need of remaining cognizant of the dimensions of the traits and the relationship between mean and standard deviation when comparing CVs, even when the scales on which traits are expressed allow meaningful calculation of the CV.
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spelling pubmed-72930772020-06-15 On the use of the coefficient of variation to quantify and compare trait variation Pélabon, Christophe Hilde, Christoffer H. Einum, Sigurd Gamelon, Marlène Evol Lett Comments and Opinions Meaningful comparison of variation in quantitative trait requires controlling for both the dimension of the varying entity and the dimension of the factor generating variation. Although the coefficient of variation (CV; standard deviation divided by the mean) is often used to measure and compare variation of quantitative traits, it only accounts for the dimension of the former, and its use for comparing variation may sometimes be inappropriate. Here, we discuss the use of the CV to compare measures of evolvability and phenotypic plasticity, two variational properties of quantitative traits. Using a dimensional analysis, we show that contrary to evolvability, phenotypic plasticity cannot be meaningfully compared across traits and environments by mean‐scaling trait variation. We further emphasize the need of remaining cognizant of the dimensions of the traits and the relationship between mean and standard deviation when comparing CVs, even when the scales on which traits are expressed allow meaningful calculation of the CV. John Wiley and Sons Inc. 2020-05-14 /pmc/articles/PMC7293077/ /pubmed/32547779 http://dx.doi.org/10.1002/evl3.171 Text en © 2020 The Authors. Evolution Letters published by Wiley Periodicals LLC on behalf of Society for the Study of Evolution (SSE) and European Society for Evolutionary Biology (ESEB). This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Comments and Opinions
Pélabon, Christophe
Hilde, Christoffer H.
Einum, Sigurd
Gamelon, Marlène
On the use of the coefficient of variation to quantify and compare trait variation
title On the use of the coefficient of variation to quantify and compare trait variation
title_full On the use of the coefficient of variation to quantify and compare trait variation
title_fullStr On the use of the coefficient of variation to quantify and compare trait variation
title_full_unstemmed On the use of the coefficient of variation to quantify and compare trait variation
title_short On the use of the coefficient of variation to quantify and compare trait variation
title_sort on the use of the coefficient of variation to quantify and compare trait variation
topic Comments and Opinions
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7293077/
https://www.ncbi.nlm.nih.gov/pubmed/32547779
http://dx.doi.org/10.1002/evl3.171
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