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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...

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Detalles Bibliográficos
Autores principales: Rognli, Erling W., Zahl‐Olsen, Rune, Rekdal, Sondre Sverd, Hoffart, Asle, Bertelsen, Thomas Bjerregaard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
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.
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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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