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Editorial perspective: Bayesian statistical methods are useful for researchers in child and adolescent mental health
Bayesian statistical approaches offer nuanced, detailed, and intuitive analyses, even with small sample sizes. Although these qualities are highly relevant for researchers in child and adolescent mental health, Bayesian methods are still quite rarely employed. This editorial perspective will briefly...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10084248/ https://www.ncbi.nlm.nih.gov/pubmed/35818323 http://dx.doi.org/10.1111/jcpp.13662 |
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author | Rognli, Erling W. Zahl‐Olsen, Rune Rekdal, Sondre Sverd Hoffart, Asle Bertelsen, Thomas Bjerregaard |
author_facet | Rognli, Erling W. Zahl‐Olsen, Rune Rekdal, Sondre Sverd Hoffart, Asle Bertelsen, Thomas Bjerregaard |
author_sort | Rognli, Erling W. |
collection | PubMed |
description | Bayesian statistical approaches offer nuanced, detailed, and intuitive analyses, even with small sample sizes. Although these qualities are highly relevant for researchers in child and adolescent mental health, Bayesian methods are still quite rarely employed. This editorial perspective will briefly describe what is different about Bayesian statistical methods, discuss some of the ways they may benefit research in our field, and provide an introduction to how Bayesian statistics are employed in practical research. |
format | Online Article Text |
id | pubmed-10084248 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100842482023-04-11 Editorial perspective: Bayesian statistical methods are useful for researchers in child and adolescent mental health Rognli, Erling W. Zahl‐Olsen, Rune Rekdal, Sondre Sverd Hoffart, Asle Bertelsen, Thomas Bjerregaard J Child Psychol Psychiatry Editorial Perspective Bayesian statistical approaches offer nuanced, detailed, and intuitive analyses, even with small sample sizes. Although these qualities are highly relevant for researchers in child and adolescent mental health, Bayesian methods are still quite rarely employed. This editorial perspective will briefly describe what is different about Bayesian statistical methods, discuss some of the ways they may benefit research in our field, and provide an introduction to how Bayesian statistics are employed in practical research. John Wiley and Sons Inc. 2022-07-11 2023-02 /pmc/articles/PMC10084248/ /pubmed/35818323 http://dx.doi.org/10.1111/jcpp.13662 Text en © 2022 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for Child and Adolescent Mental Health. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Editorial Perspective Rognli, Erling W. Zahl‐Olsen, Rune Rekdal, Sondre Sverd Hoffart, Asle Bertelsen, Thomas Bjerregaard Editorial perspective: Bayesian statistical methods are useful for researchers in child and adolescent mental health |
title | Editorial perspective: Bayesian statistical methods are useful for researchers in child and adolescent mental health |
title_full | Editorial perspective: Bayesian statistical methods are useful for researchers in child and adolescent mental health |
title_fullStr | Editorial perspective: Bayesian statistical methods are useful for researchers in child and adolescent mental health |
title_full_unstemmed | Editorial perspective: Bayesian statistical methods are useful for researchers in child and adolescent mental health |
title_short | Editorial perspective: Bayesian statistical methods are useful for researchers in child and adolescent mental health |
title_sort | editorial perspective: bayesian statistical methods are useful for researchers in child and adolescent mental health |
topic | Editorial Perspective |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10084248/ https://www.ncbi.nlm.nih.gov/pubmed/35818323 http://dx.doi.org/10.1111/jcpp.13662 |
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