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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2014
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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. |
format | Online Article Text |
id | pubmed-4034696 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
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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