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Avoiding pitfalls in estimating heritability with the common options approach

In many circumstances, heritability estimates are subject to two potentially interacting pitfalls: the spatial and the regression to the mean (RTM) fallacies. The spatial fallacy occurs when the set of potential movement options differs among individuals according to where individuals depart. The RT...

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Detalles Bibliográficos
Autores principales: Danchin, Etienne, Wajnberg, Eric, Wagner, Richard H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4034696/
https://www.ncbi.nlm.nih.gov/pubmed/24865284
http://dx.doi.org/10.1038/srep03974
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author Danchin, Etienne
Wajnberg, Eric
Wagner, Richard H.
author_facet Danchin, Etienne
Wajnberg, Eric
Wagner, Richard H.
author_sort Danchin, Etienne
collection PubMed
description In many circumstances, heritability estimates are subject to two potentially interacting pitfalls: the spatial and the regression to the mean (RTM) fallacies. The spatial fallacy occurs when the set of potential movement options differs among individuals according to where individuals depart. The RTM fallacy occurs when extreme measurements are followed by measurements that are closer to the mean. We simulated data from the largest published heritability study of a behavioural trait, colony size choice, to examine the operation of the two fallacies. We found that spurious heritabilities are generated under a wide range of conditions both in experimental and correlative estimates of heritability. Classically designed cross-foster experiments can actually increase the frequency of spurious heritabilities. Simulations showed that experiments providing all individuals with the identical set of options, such as by fostering all offspring in the same breeding location, are immune to the two pitfalls.
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spelling pubmed-40346962014-05-28 Avoiding pitfalls in estimating heritability with the common options approach Danchin, Etienne Wajnberg, Eric Wagner, Richard H. Sci Rep Article In many circumstances, heritability estimates are subject to two potentially interacting pitfalls: the spatial and the regression to the mean (RTM) fallacies. The spatial fallacy occurs when the set of potential movement options differs among individuals according to where individuals depart. The RTM fallacy occurs when extreme measurements are followed by measurements that are closer to the mean. We simulated data from the largest published heritability study of a behavioural trait, colony size choice, to examine the operation of the two fallacies. We found that spurious heritabilities are generated under a wide range of conditions both in experimental and correlative estimates of heritability. Classically designed cross-foster experiments can actually increase the frequency of spurious heritabilities. Simulations showed that experiments providing all individuals with the identical set of options, such as by fostering all offspring in the same breeding location, are immune to the two pitfalls. Nature Publishing Group 2014-02-05 /pmc/articles/PMC4034696/ /pubmed/24865284 http://dx.doi.org/10.1038/srep03974 Text en Copyright © 2014, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by-nc-sa/3.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-ShareALike 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/3.0/
spellingShingle Article
Danchin, Etienne
Wajnberg, Eric
Wagner, Richard H.
Avoiding pitfalls in estimating heritability with the common options approach
title Avoiding pitfalls in estimating heritability with the common options approach
title_full Avoiding pitfalls in estimating heritability with the common options approach
title_fullStr Avoiding pitfalls in estimating heritability with the common options approach
title_full_unstemmed Avoiding pitfalls in estimating heritability with the common options approach
title_short Avoiding pitfalls in estimating heritability with the common options approach
title_sort avoiding pitfalls in estimating heritability with the common options approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4034696/
https://www.ncbi.nlm.nih.gov/pubmed/24865284
http://dx.doi.org/10.1038/srep03974
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