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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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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. |
format | Online Article Text |
id | pubmed-7293077 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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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