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Symmetry and range limits in importance indices

Recently, Mingo has analyzed the properties of I (imp), an importance index, and demonstrated that its range is not symmetrical. While agreeing with this comment, we believe that more light needs to be shed on the issue of symmetry in relation to such indices. Importance indices are calculated using...

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Detalles Bibliográficos
Autores principales: Seifan, Tal, Seifan, Merav
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4670068/
https://www.ncbi.nlm.nih.gov/pubmed/26668718
http://dx.doi.org/10.1002/ece3.1649
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author Seifan, Tal
Seifan, Merav
author_facet Seifan, Tal
Seifan, Merav
author_sort Seifan, Tal
collection PubMed
description Recently, Mingo has analyzed the properties of I (imp), an importance index, and demonstrated that its range is not symmetrical. While agreeing with this comment, we believe that more light needs to be shed on the issue of symmetry in relation to such indices. Importance indices are calculated using three values: performance of the organism in the absence and in the presence of neighbors and maximum performance of the organism in ideal conditions. Because of this structure, importance indices can hardly ever achieve symmetry along the whole range of potential performances. We discuss the limitation of the symmetry range for different symmetry types and for both additive and multiplicative indices. We conclude that importance indices, as other interactions indices, are practical tools for interpreting ecological outcomes, especially while comparing between studies. Nevertheless, the current structure of importance indices prevents symmetry along their whole range. While the lack of “perfect” symmetry may call for the development of more sophisticated importance metrics, the current indices are still helpful for the understanding of biological systems and should not be discarded before better alternatives are well established. To prevent potential confusion, we suggest that ecologists present the relevant index symmetry range in addition to their results, thus minimizing the probability of misinterpretation.
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spelling pubmed-46700682015-12-14 Symmetry and range limits in importance indices Seifan, Tal Seifan, Merav Ecol Evol Hypotheses Recently, Mingo has analyzed the properties of I (imp), an importance index, and demonstrated that its range is not symmetrical. While agreeing with this comment, we believe that more light needs to be shed on the issue of symmetry in relation to such indices. Importance indices are calculated using three values: performance of the organism in the absence and in the presence of neighbors and maximum performance of the organism in ideal conditions. Because of this structure, importance indices can hardly ever achieve symmetry along the whole range of potential performances. We discuss the limitation of the symmetry range for different symmetry types and for both additive and multiplicative indices. We conclude that importance indices, as other interactions indices, are practical tools for interpreting ecological outcomes, especially while comparing between studies. Nevertheless, the current structure of importance indices prevents symmetry along their whole range. While the lack of “perfect” symmetry may call for the development of more sophisticated importance metrics, the current indices are still helpful for the understanding of biological systems and should not be discarded before better alternatives are well established. To prevent potential confusion, we suggest that ecologists present the relevant index symmetry range in addition to their results, thus minimizing the probability of misinterpretation. John Wiley and Sons Inc. 2015-09-26 /pmc/articles/PMC4670068/ /pubmed/26668718 http://dx.doi.org/10.1002/ece3.1649 Text en © 2015 The Authors. Ecology and Evolution published by John Wiley & Sons Ltd. This is an open access article under the terms of the Creative Commons Attribution (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 Hypotheses
Seifan, Tal
Seifan, Merav
Symmetry and range limits in importance indices
title Symmetry and range limits in importance indices
title_full Symmetry and range limits in importance indices
title_fullStr Symmetry and range limits in importance indices
title_full_unstemmed Symmetry and range limits in importance indices
title_short Symmetry and range limits in importance indices
title_sort symmetry and range limits in importance indices
topic Hypotheses
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4670068/
https://www.ncbi.nlm.nih.gov/pubmed/26668718
http://dx.doi.org/10.1002/ece3.1649
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