Hierarchical Graphical Bayesian Models in Psychology
The improvement of graphical methods in psychological research can promote their use and a better comprehension of their expressive power. The application of hierarchical Bayesian graphical models has recently become more frequent in psychological research. The aim of this contribution is to introdu...
- Autores:
-
Campitelli, Guillermo
Macbeth, Guillermo
- Tipo de recurso:
- Article of journal
- Fecha de publicación:
- 2014
- Institución:
- Universidad Nacional de Colombia
- Repositorio:
- Universidad Nacional de Colombia
- Idioma:
- spa
- OAI Identifier:
- oai:repositorio.unal.edu.co:unal/66558
- Acceso en línea:
- https://repositorio.unal.edu.co/handle/unal/66558
http://bdigital.unal.edu.co/67586/
- Palabra clave:
- 51 Matemáticas / Mathematics
31 Colecciones de estadística general / Statistics
Visual Statistics
Graphical Models
Bayesian Statistics
Hierarchical Models
Psychology
Statistical Cognition
Cognición estadística
Estadística Bayesiana
Estadística visual
Modelos gráficos
Modelos jerárquicos
Psicología
- Rights
- openAccess
- License
- Atribución-NoComercial 4.0 Internacional
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Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Campitelli, Guillermod7184a7a-bd56-484c-89fe-5c3b14ddcfd2300Macbeth, Guillermo9c652996-47e1-4906-871f-6e9073108da43002019-07-03T02:22:12Z2019-07-03T02:22:12Z2014-07-01ISSN: 2389-8976https://repositorio.unal.edu.co/handle/unal/66558http://bdigital.unal.edu.co/67586/The improvement of graphical methods in psychological research can promote their use and a better comprehension of their expressive power. The application of hierarchical Bayesian graphical models has recently become more frequent in psychological research. The aim of this contribution is to introduce suggestions for the improvement of hierarchical Bayesian graphical models in psychology. This novel set of suggestions stems from the description and comparison between two main approaches concerned with the use of plate notation and distribution pictograms. It is concluded that the combination of relevant aspects of both models might improve the use of powerful hierarchical Bayesian graphical models in psychology.El mejoramiento de los métodos gráficos en la investigación en psicología puede promover su uso y una mejor compresión de su poder de expresión. La aplicación de modelos Bayesianos gráficos jerárquicos se ha vuelto más frecuente en la investigación en psicología. El objetivo de este trabajo es introducir sugerencias para el mejoramiento de los modelos Bayesianos gráficos jerárquicos en psicología. Este conjunto de sugerencias se apoya en la descripción y comparación entre los dos enfoques principales con el uso de notación y pictogramas de distribución. Se concluye que la combinación de los aspectos relevantes de ambos puede mejorar el uso de los modelos Bayesianos gráficos jerárquicos en psicologíaapplication/pdfspaUniversidad Nacional de Colombia - Sede Bogotá - Facultad de Ciencias - Departamento de Estadísticahttps://revistas.unal.edu.co/index.php/estad/article/view/47940Universidad Nacional de Colombia Revistas electrónicas UN Revista Colombiana de EstadísticaRevista Colombiana de EstadísticaCampitelli, Guillermo and Macbeth, Guillermo (2014) Hierarchical Graphical Bayesian Models in Psychology. Revista Colombiana de Estadística, 37 (2Spe). pp. 319-339. ISSN 2389-897651 Matemáticas / Mathematics31 Colecciones de estadística general / StatisticsVisual StatisticsGraphical ModelsBayesian StatisticsHierarchical ModelsPsychologyStatistical CognitionCognición estadísticaEstadística BayesianaEstadística visualModelos gráficosModelos jerárquicosPsicologíaHierarchical Graphical Bayesian Models in PsychologyArtículo de revistainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTORIGINAL47940-235812-1-PB.pdfapplication/pdf1261745https://repositorio.unal.edu.co/bitstream/unal/66558/1/47940-235812-1-PB.pdf90d0704b273b232b7fb9e82be90954a2MD51THUMBNAIL47940-235812-1-PB.pdf.jpg47940-235812-1-PB.pdf.jpgGenerated Thumbnailimage/jpeg5454https://repositorio.unal.edu.co/bitstream/unal/66558/2/47940-235812-1-PB.pdf.jpgf04aa74aef72713356f70ff93756ef4dMD52unal/66558oai:repositorio.unal.edu.co:unal/665582023-05-25 23:03:11.766Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co |
dc.title.spa.fl_str_mv |
Hierarchical Graphical Bayesian Models in Psychology |
title |
Hierarchical Graphical Bayesian Models in Psychology |
spellingShingle |
Hierarchical Graphical Bayesian Models in Psychology 51 Matemáticas / Mathematics 31 Colecciones de estadística general / Statistics Visual Statistics Graphical Models Bayesian Statistics Hierarchical Models Psychology Statistical Cognition Cognición estadística Estadística Bayesiana Estadística visual Modelos gráficos Modelos jerárquicos Psicología |
title_short |
Hierarchical Graphical Bayesian Models in Psychology |
title_full |
Hierarchical Graphical Bayesian Models in Psychology |
title_fullStr |
Hierarchical Graphical Bayesian Models in Psychology |
title_full_unstemmed |
Hierarchical Graphical Bayesian Models in Psychology |
title_sort |
Hierarchical Graphical Bayesian Models in Psychology |
dc.creator.fl_str_mv |
Campitelli, Guillermo Macbeth, Guillermo |
dc.contributor.author.spa.fl_str_mv |
Campitelli, Guillermo Macbeth, Guillermo |
dc.subject.ddc.spa.fl_str_mv |
51 Matemáticas / Mathematics 31 Colecciones de estadística general / Statistics |
topic |
51 Matemáticas / Mathematics 31 Colecciones de estadística general / Statistics Visual Statistics Graphical Models Bayesian Statistics Hierarchical Models Psychology Statistical Cognition Cognición estadística Estadística Bayesiana Estadística visual Modelos gráficos Modelos jerárquicos Psicología |
dc.subject.proposal.spa.fl_str_mv |
Visual Statistics Graphical Models Bayesian Statistics Hierarchical Models Psychology Statistical Cognition Cognición estadística Estadística Bayesiana Estadística visual Modelos gráficos Modelos jerárquicos Psicología |
description |
The improvement of graphical methods in psychological research can promote their use and a better comprehension of their expressive power. The application of hierarchical Bayesian graphical models has recently become more frequent in psychological research. The aim of this contribution is to introduce suggestions for the improvement of hierarchical Bayesian graphical models in psychology. This novel set of suggestions stems from the description and comparison between two main approaches concerned with the use of plate notation and distribution pictograms. It is concluded that the combination of relevant aspects of both models might improve the use of powerful hierarchical Bayesian graphical models in psychology. |
publishDate |
2014 |
dc.date.issued.spa.fl_str_mv |
2014-07-01 |
dc.date.accessioned.spa.fl_str_mv |
2019-07-03T02:22:12Z |
dc.date.available.spa.fl_str_mv |
2019-07-03T02:22:12Z |
dc.type.spa.fl_str_mv |
Artículo de revista |
dc.type.coar.fl_str_mv |
http://purl.org/coar/resource_type/c_2df8fbb1 |
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info:eu-repo/semantics/article |
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info:eu-repo/semantics/publishedVersion |
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http://purl.org/coar/resource_type/c_6501 |
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Text |
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http://purl.org/redcol/resource_type/ART |
format |
http://purl.org/coar/resource_type/c_6501 |
status_str |
publishedVersion |
dc.identifier.issn.spa.fl_str_mv |
ISSN: 2389-8976 |
dc.identifier.uri.none.fl_str_mv |
https://repositorio.unal.edu.co/handle/unal/66558 |
dc.identifier.eprints.spa.fl_str_mv |
http://bdigital.unal.edu.co/67586/ |
identifier_str_mv |
ISSN: 2389-8976 |
url |
https://repositorio.unal.edu.co/handle/unal/66558 http://bdigital.unal.edu.co/67586/ |
dc.language.iso.spa.fl_str_mv |
spa |
language |
spa |
dc.relation.spa.fl_str_mv |
https://revistas.unal.edu.co/index.php/estad/article/view/47940 |
dc.relation.ispartof.spa.fl_str_mv |
Universidad Nacional de Colombia Revistas electrónicas UN Revista Colombiana de Estadística Revista Colombiana de Estadística |
dc.relation.references.spa.fl_str_mv |
Campitelli, Guillermo and Macbeth, Guillermo (2014) Hierarchical Graphical Bayesian Models in Psychology. Revista Colombiana de Estadística, 37 (2Spe). pp. 319-339. ISSN 2389-8976 |
dc.rights.spa.fl_str_mv |
Derechos reservados - Universidad Nacional de Colombia |
dc.rights.coar.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 |
dc.rights.license.spa.fl_str_mv |
Atribución-NoComercial 4.0 Internacional |
dc.rights.uri.spa.fl_str_mv |
http://creativecommons.org/licenses/by-nc/4.0/ |
dc.rights.accessrights.spa.fl_str_mv |
info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Atribución-NoComercial 4.0 Internacional Derechos reservados - Universidad Nacional de Colombia http://creativecommons.org/licenses/by-nc/4.0/ http://purl.org/coar/access_right/c_abf2 |
eu_rights_str_mv |
openAccess |
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application/pdf |
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Universidad Nacional de Colombia - Sede Bogotá - Facultad de Ciencias - Departamento de Estadística |
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Universidad Nacional de Colombia |
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