Correspondence analysis of contingency tables with subpartitions on rows and columns
We present Intra-Table Correspondence Analysis using two approaches:Correspondence Analysis with respect to a model and Weighted PrincipalComponent Analysis. In addition, we use the relationship between CorrespondenceAnalysis and the Log-Linear Models to provide a deeper insightinto the interactions...
- Autores:
-
Pardo, Campo Elías
Bécue-Bertaut, Mónica
Ortiz, Jorge Eduardo
- Tipo de recurso:
- Article of journal
- Fecha de publicación:
- 2013
- Institución:
- Universidad Nacional de Colombia
- Repositorio:
- Universidad Nacional de Colombia
- Idioma:
- spa
- OAI Identifier:
- oai:repositorio.unal.edu.co:unal/73210
- Acceso en línea:
- https://repositorio.unal.edu.co/handle/unal/73210
http://bdigital.unal.edu.co/37685/
- Palabra clave:
- Multidimensional contingency table
Principal component analysis
- Rights
- closedAccess
- License
- Atribución-NoComercial 4.0 Internacional
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Universidad Nacional de Colombia |
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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/closedAccesshttp://purl.org/coar/access_right/c_14cbPardo, Campo Elías8cd0dd64-b77f-45fe-81e5-42f6856530cf300Bécue-Bertaut, Mónica1c7bedb8-231f-4bcc-b1f9-a121667985ce300Ortiz, Jorge Eduardof962097a-0580-4176-b3b5-92bb120f3e983002019-07-03T16:01:53Z2019-07-03T16:01:53Z2013https://repositorio.unal.edu.co/handle/unal/73210http://bdigital.unal.edu.co/37685/We present Intra-Table Correspondence Analysis using two approaches:Correspondence Analysis with respect to a model and Weighted PrincipalComponent Analysis. In addition, we use the relationship between CorrespondenceAnalysis and the Log-Linear Models to provide a deeper insightinto the interactions that each Correspondence Analysis describes. Wedevelop in detail the Internal Correspondence Analysis as an Intra-TableCorrespondence Analysis in two dimensions and introduce the Intra-blocksCorrespondence Analysis. Moreover, we summarize the superimposed representationsand give some aids to interpret the graphics associated to thesubpartition structures of the table. Finally, the methods presented in thiswork are illustrated by their application to the standardized public test datacollected from Colombian secondary education students in 2008.spaUniversidad Nacional de Colombiahttp://revistas.unal.edu.co/index.php/estad/article/view/39612Universidad Nacional de Colombia Revistas electrónicas UN Revista Colombiana de EstadísticaRevista Colombiana de EstadísticaRevista Colombiana de Estadística; Vol. 36, núm. 1 (2013); 115-144 Revista Colombiana de Estadística; Vol. 36, núm. 1 (2013); 115-144 0120-1751Pardo, Campo Elías and Bécue-Bertaut, Mónica and Ortiz, Jorge Eduardo (2013) Correspondence analysis of contingency tables with subpartitions on rows and columns. Revista Colombiana de Estadística; Vol. 36, núm. 1 (2013); 115-144 Revista Colombiana de Estadística; Vol. 36, núm. 1 (2013); 115-144 0120-1751 .Correspondence analysis of contingency tables with subpartitions on rows and columnsArtículo 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/ARTMultidimensional contingency tablePrincipal component analysisunal/73210oai:repositorio.unal.edu.co:unal/732102021-04-23 12:08:58.672Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co |
dc.title.spa.fl_str_mv |
Correspondence analysis of contingency tables with subpartitions on rows and columns |
title |
Correspondence analysis of contingency tables with subpartitions on rows and columns |
spellingShingle |
Correspondence analysis of contingency tables with subpartitions on rows and columns Multidimensional contingency table Principal component analysis |
title_short |
Correspondence analysis of contingency tables with subpartitions on rows and columns |
title_full |
Correspondence analysis of contingency tables with subpartitions on rows and columns |
title_fullStr |
Correspondence analysis of contingency tables with subpartitions on rows and columns |
title_full_unstemmed |
Correspondence analysis of contingency tables with subpartitions on rows and columns |
title_sort |
Correspondence analysis of contingency tables with subpartitions on rows and columns |
dc.creator.fl_str_mv |
Pardo, Campo Elías Bécue-Bertaut, Mónica Ortiz, Jorge Eduardo |
dc.contributor.author.spa.fl_str_mv |
Pardo, Campo Elías Bécue-Bertaut, Mónica Ortiz, Jorge Eduardo |
dc.subject.proposal.spa.fl_str_mv |
Multidimensional contingency table Principal component analysis |
topic |
Multidimensional contingency table Principal component analysis |
description |
We present Intra-Table Correspondence Analysis using two approaches:Correspondence Analysis with respect to a model and Weighted PrincipalComponent Analysis. In addition, we use the relationship between CorrespondenceAnalysis and the Log-Linear Models to provide a deeper insightinto the interactions that each Correspondence Analysis describes. Wedevelop in detail the Internal Correspondence Analysis as an Intra-TableCorrespondence Analysis in two dimensions and introduce the Intra-blocksCorrespondence Analysis. Moreover, we summarize the superimposed representationsand give some aids to interpret the graphics associated to thesubpartition structures of the table. Finally, the methods presented in thiswork are illustrated by their application to the standardized public test datacollected from Colombian secondary education students in 2008. |
publishDate |
2013 |
dc.date.issued.spa.fl_str_mv |
2013 |
dc.date.accessioned.spa.fl_str_mv |
2019-07-03T16:01:53Z |
dc.date.available.spa.fl_str_mv |
2019-07-03T16:01:53Z |
dc.type.spa.fl_str_mv |
Artículo de revista |
dc.type.coar.fl_str_mv |
http://purl.org/coar/resource_type/c_2df8fbb1 |
dc.type.driver.spa.fl_str_mv |
info:eu-repo/semantics/article |
dc.type.version.spa.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.coar.spa.fl_str_mv |
http://purl.org/coar/resource_type/c_6501 |
dc.type.coarversion.spa.fl_str_mv |
http://purl.org/coar/version/c_970fb48d4fbd8a85 |
dc.type.content.spa.fl_str_mv |
Text |
dc.type.redcol.spa.fl_str_mv |
http://purl.org/redcol/resource_type/ART |
format |
http://purl.org/coar/resource_type/c_6501 |
status_str |
publishedVersion |
dc.identifier.uri.none.fl_str_mv |
https://repositorio.unal.edu.co/handle/unal/73210 |
dc.identifier.eprints.spa.fl_str_mv |
http://bdigital.unal.edu.co/37685/ |
url |
https://repositorio.unal.edu.co/handle/unal/73210 http://bdigital.unal.edu.co/37685/ |
dc.language.iso.spa.fl_str_mv |
spa |
language |
spa |
dc.relation.spa.fl_str_mv |
http://revistas.unal.edu.co/index.php/estad/article/view/39612 |
dc.relation.ispartof.spa.fl_str_mv |
Universidad Nacional de Colombia Revistas electrónicas UN Revista Colombiana de Estadística Revista Colombiana de Estadística |
dc.relation.ispartofseries.none.fl_str_mv |
Revista Colombiana de Estadística; Vol. 36, núm. 1 (2013); 115-144 Revista Colombiana de Estadística; Vol. 36, núm. 1 (2013); 115-144 0120-1751 |
dc.relation.references.spa.fl_str_mv |
Pardo, Campo Elías and Bécue-Bertaut, Mónica and Ortiz, Jorge Eduardo (2013) Correspondence analysis of contingency tables with subpartitions on rows and columns. Revista Colombiana de Estadística; Vol. 36, núm. 1 (2013); 115-144 Revista Colombiana de Estadística; Vol. 36, núm. 1 (2013); 115-144 0120-1751 . |
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_14cb |
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/closedAccess |
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_14cb |
eu_rights_str_mv |
closedAccess |
dc.publisher.spa.fl_str_mv |
Universidad Nacional de Colombia |
institution |
Universidad Nacional de Colombia |
repository.name.fl_str_mv |
Repositorio Institucional Universidad Nacional de Colombia |
repository.mail.fl_str_mv |
repositorio_nal@unal.edu.co |
_version_ |
1814089975954669568 |