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Contrasting Diversity Values: Statistical Inferences Based on Overlapping Confidence Intervals

Ecologists often contrast diversity (species richness and abundances) using tests for comparing means or indices. However, many popular software applications do not support performing standard inferential statistics for estimates of species richness and/or density. In this study we simulated the beh...

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Detalles Bibliográficos
Autores principales: MacGregor-Fors, Ian, Payton, Mark E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3577692/
https://www.ncbi.nlm.nih.gov/pubmed/23437239
http://dx.doi.org/10.1371/journal.pone.0056794
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author MacGregor-Fors, Ian
Payton, Mark E.
author_facet MacGregor-Fors, Ian
Payton, Mark E.
author_sort MacGregor-Fors, Ian
collection PubMed
description Ecologists often contrast diversity (species richness and abundances) using tests for comparing means or indices. However, many popular software applications do not support performing standard inferential statistics for estimates of species richness and/or density. In this study we simulated the behavior of asymmetric log-normal confidence intervals and determined an interval level that mimics statistical tests with P(α) = 0.05 when confidence intervals from two distributions do not overlap. Our results show that 84% confidence intervals robustly mimic 0.05 statistical tests for asymmetric confidence intervals, as has been demonstrated for symmetric ones in the past. Finally, we provide detailed user-guides for calculating 84% confidence intervals in two of the most robust and highly-used freeware related to diversity measurements for wildlife (i.e., EstimateS, Distance).
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spelling pubmed-35776922013-02-22 Contrasting Diversity Values: Statistical Inferences Based on Overlapping Confidence Intervals MacGregor-Fors, Ian Payton, Mark E. PLoS One Research Article Ecologists often contrast diversity (species richness and abundances) using tests for comparing means or indices. However, many popular software applications do not support performing standard inferential statistics for estimates of species richness and/or density. In this study we simulated the behavior of asymmetric log-normal confidence intervals and determined an interval level that mimics statistical tests with P(α) = 0.05 when confidence intervals from two distributions do not overlap. Our results show that 84% confidence intervals robustly mimic 0.05 statistical tests for asymmetric confidence intervals, as has been demonstrated for symmetric ones in the past. Finally, we provide detailed user-guides for calculating 84% confidence intervals in two of the most robust and highly-used freeware related to diversity measurements for wildlife (i.e., EstimateS, Distance). Public Library of Science 2013-02-20 /pmc/articles/PMC3577692/ /pubmed/23437239 http://dx.doi.org/10.1371/journal.pone.0056794 Text en © 2013 MacGregor-Fors, Payton http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
MacGregor-Fors, Ian
Payton, Mark E.
Contrasting Diversity Values: Statistical Inferences Based on Overlapping Confidence Intervals
title Contrasting Diversity Values: Statistical Inferences Based on Overlapping Confidence Intervals
title_full Contrasting Diversity Values: Statistical Inferences Based on Overlapping Confidence Intervals
title_fullStr Contrasting Diversity Values: Statistical Inferences Based on Overlapping Confidence Intervals
title_full_unstemmed Contrasting Diversity Values: Statistical Inferences Based on Overlapping Confidence Intervals
title_short Contrasting Diversity Values: Statistical Inferences Based on Overlapping Confidence Intervals
title_sort contrasting diversity values: statistical inferences based on overlapping confidence intervals
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3577692/
https://www.ncbi.nlm.nih.gov/pubmed/23437239
http://dx.doi.org/10.1371/journal.pone.0056794
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