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Quartile coefficient of variation is more robust than CV for traits calculated as a ratio

Comparing within-species variations of traits can be used in testing ecological theories. In these comparisons, it is useful to remove the effect of the difference in mean trait values, therefore measures of relative variation, most often the coefficient of variation (CV), are used. The studied trai...

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Autor principal: Botta-Dukát, Zoltán
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10033673/
https://www.ncbi.nlm.nih.gov/pubmed/36949089
http://dx.doi.org/10.1038/s41598-023-31711-8
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author Botta-Dukát, Zoltán
author_facet Botta-Dukát, Zoltán
author_sort Botta-Dukát, Zoltán
collection PubMed
description Comparing within-species variations of traits can be used in testing ecological theories. In these comparisons, it is useful to remove the effect of the difference in mean trait values, therefore measures of relative variation, most often the coefficient of variation (CV), are used. The studied traits are often calculated as the ratio of the size or mass of two organs: e.g. specific leaf area (SLA) is the ratio of leaf size and leaf mass. Often the inverse of these ratios is also meaningful; for example, the inverse of SLA is often referred to as LMA (leaf mass per area). Relative variation of a trait and its inverse should not considerably differ. However, it is illustrated that using the coefficient of variation may result in differences that could influence the interpretation, especially if there are outlier trait values. The alternative way for estimating CV from the standard deviation of log-transformed data assuming log-normal distribution and Kirkwood’s geometric coefficient of variation free from this problem, but they proved to be sensitive to outlier values. Quartile coefficient of variation performed best in the tests: it gives the same value for a trait and its inverse and it is not sensitive to outliers.
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spelling pubmed-100336732023-03-24 Quartile coefficient of variation is more robust than CV for traits calculated as a ratio Botta-Dukát, Zoltán Sci Rep Article Comparing within-species variations of traits can be used in testing ecological theories. In these comparisons, it is useful to remove the effect of the difference in mean trait values, therefore measures of relative variation, most often the coefficient of variation (CV), are used. The studied traits are often calculated as the ratio of the size or mass of two organs: e.g. specific leaf area (SLA) is the ratio of leaf size and leaf mass. Often the inverse of these ratios is also meaningful; for example, the inverse of SLA is often referred to as LMA (leaf mass per area). Relative variation of a trait and its inverse should not considerably differ. However, it is illustrated that using the coefficient of variation may result in differences that could influence the interpretation, especially if there are outlier trait values. The alternative way for estimating CV from the standard deviation of log-transformed data assuming log-normal distribution and Kirkwood’s geometric coefficient of variation free from this problem, but they proved to be sensitive to outlier values. Quartile coefficient of variation performed best in the tests: it gives the same value for a trait and its inverse and it is not sensitive to outliers. Nature Publishing Group UK 2023-03-22 /pmc/articles/PMC10033673/ /pubmed/36949089 http://dx.doi.org/10.1038/s41598-023-31711-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Botta-Dukát, Zoltán
Quartile coefficient of variation is more robust than CV for traits calculated as a ratio
title Quartile coefficient of variation is more robust than CV for traits calculated as a ratio
title_full Quartile coefficient of variation is more robust than CV for traits calculated as a ratio
title_fullStr Quartile coefficient of variation is more robust than CV for traits calculated as a ratio
title_full_unstemmed Quartile coefficient of variation is more robust than CV for traits calculated as a ratio
title_short Quartile coefficient of variation is more robust than CV for traits calculated as a ratio
title_sort quartile coefficient of variation is more robust than cv for traits calculated as a ratio
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10033673/
https://www.ncbi.nlm.nih.gov/pubmed/36949089
http://dx.doi.org/10.1038/s41598-023-31711-8
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