Logistic response models with item interactions

Items that are clustered according to shared content may violate the principle of conditional independence commonly used in item response theory. This paper investigates the capabilities of a logistic item response model in relation to locally dependent item responses. The model includes main effect...

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Detalles Bibliográficos
Autor: Revuelta Menéndez, Javier
Tipo de recurso: artículo
Fecha de publicación:2011
País:España
Institución:Universidad Autónoma de Madrid
Repositorio:Biblos-e Archivo. Repositorio Institucional de la UAM
Idioma:inglés
OAI Identifier:oai:repositorio.uam.es:10486/665172
Acceso en línea:http://hdl.handle.net/10486/665172
https://dx.doi.org/10.1111/j.2044-8317.2010.02009.x
Access Level:acceso abierto
Palabra clave:Locally dependent items
Local independence
Logistic models
Item response theory
Psicología
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spelling Logistic response models with item interactionsRevuelta Menéndez, JavierLocally dependent itemsLocal independenceLogistic modelsItem response theoryPsicologíaItems that are clustered according to shared content may violate the principle of conditional independence commonly used in item response theory. This paper investigates the capabilities of a logistic item response model in relation to locally dependent item responses. The model includes main effect and interaction parameters that are computed as linear functions of the latent trait. The paper explains the interpretation of the parameters, the maximum likelihood estimation algorithm, the information matrix and some results concerning parameter identifiability. The problem of over-fitting the data is addressed in a simulation study, and two real data examples are described to illustrate the approach, one from the context of a sample survey and the other from ability testing using testlets.British Psychological SocietyDepartamento de Psicología Social y MetodologíaFacultad de Psicología20112011-01-13research articlehttp://purl.org/coar/resource_type/c_2df8fbb1SMURhttp://purl.org/coar/version/c_71e4c1898caa6e32info:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10486/665172https://dx.doi.org/10.1111/j.2044-8317.2010.02009.xreponame:Biblos-e Archivo. Repositorio Institucional de la UAMinstname:Universidad Autónoma de MadridInglésengopen accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessoai:repositorio.uam.es:10486/6651722026-06-23T12:46:27Z
dc.title.none.fl_str_mv Logistic response models with item interactions
title Logistic response models with item interactions
spellingShingle Logistic response models with item interactions
Revuelta Menéndez, Javier
Locally dependent items
Local independence
Logistic models
Item response theory
Psicología
title_short Logistic response models with item interactions
title_full Logistic response models with item interactions
title_fullStr Logistic response models with item interactions
title_full_unstemmed Logistic response models with item interactions
title_sort Logistic response models with item interactions
dc.creator.none.fl_str_mv Revuelta Menéndez, Javier
author Revuelta Menéndez, Javier
author_facet Revuelta Menéndez, Javier
author_role author
dc.contributor.none.fl_str_mv Departamento de Psicología Social y Metodología
Facultad de Psicología
dc.subject.none.fl_str_mv Locally dependent items
Local independence
Logistic models
Item response theory
Psicología
topic Locally dependent items
Local independence
Logistic models
Item response theory
Psicología
description Items that are clustered according to shared content may violate the principle of conditional independence commonly used in item response theory. This paper investigates the capabilities of a logistic item response model in relation to locally dependent item responses. The model includes main effect and interaction parameters that are computed as linear functions of the latent trait. The paper explains the interpretation of the parameters, the maximum likelihood estimation algorithm, the information matrix and some results concerning parameter identifiability. The problem of over-fitting the data is addressed in a simulation study, and two real data examples are described to illustrate the approach, one from the context of a sample survey and the other from ability testing using testlets.
publishDate 2011
dc.date.none.fl_str_mv 2011
2011-01-13
dc.type.none.fl_str_mv research article
http://purl.org/coar/resource_type/c_2df8fbb1
SMUR
http://purl.org/coar/version/c_71e4c1898caa6e32
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv http://hdl.handle.net/10486/665172
https://dx.doi.org/10.1111/j.2044-8317.2010.02009.x
url http://hdl.handle.net/10486/665172
https://dx.doi.org/10.1111/j.2044-8317.2010.02009.x
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv British Psychological Society
publisher.none.fl_str_mv British Psychological Society
dc.source.none.fl_str_mv reponame:Biblos-e Archivo. Repositorio Institucional de la UAM
instname:Universidad Autónoma de Madrid
instname_str Universidad Autónoma de Madrid
reponame_str Biblos-e Archivo. Repositorio Institucional de la UAM
collection Biblos-e Archivo. Repositorio Institucional de la UAM
repository.name.fl_str_mv
repository.mail.fl_str_mv
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