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Identification of the 1PL Model with Guessing Parameter: Parametric and Semi-parametric Results
Indexado
WoS WOS:000316344000009
Scopus SCOPUS_ID:84875379712
DOI 10.1007/S11336-013-9322-8
Año 2013
Tipo artículo de investigación

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



In this paper, we study the identification of a particular case of the 3PL model, namely when the discrimination parameters are all constant and equal to 1. We term this model, 1PL-G model. The identification analysis is performed under three different specifications. The first specification considers the abilities as unknown parameters. It is proved that the item parameters and the abilities are identified if a difficulty parameter and a guessing parameter are fixed at zero. The second specification assumes that the abilities are mutually independent and identically distributed according to a distribution known up to the scale parameter. It is shown that the item parameters and the scale parameter are identified if a guessing parameter is fixed at zero. The third specification corresponds to a semi-parametric 1PL-G model, where the distribution G generating the abilities is a parameter of interest. It is not only shown that, after fixing a difficulty parameter and a guessing parameter at zero, the item parameters are identified, but also that under those restrictions the distribution G is not identified. It is finally shown that, after introducing two identification restrictions, either on the distribution G or on the item parameters, the distribution G and the item parameters are identified provided an infinite quantity of items is available.

Revista



Revista ISSN
Psychometrika 0033-3123

Métricas Externas



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Disciplinas de Investigación



WOS
Mathematics, Interdisciplinary Applications
Psychology, Mathematical
Social Sciences, Mathematical Methods
Scopus
Sin Disciplinas
SciELO
Sin Disciplinas

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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.

Colaboración Institucional



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Autores - Afiliación



Ord. Autor Género Institución - País
1 SAN MARTIN-GUTIERREZ, ERNESTO JAVIER Hombre Pontificia Universidad Católica de Chile - Chile
Measurement Center MIDE UC - Chile
CEPPE-UC - Chile
2 Rolin, Jean-Marie Hombre Catholic Univ Louvain - Bélgica
Université catholique de Louvain - Bélgica
3 CASTRO-CEPERO, LUIS MAURICIO Hombre Universidad de Concepción - Chile

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Origen de Citas Identificadas



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Citas identificadas: Las citas provienen de documentos incluidos en la base de datos de DATACIENCIA

Citas Identificadas: 16.67 %
Citas No-identificadas: 83.33 %

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Citas identificadas: Las citas provienen de documentos incluidos en la base de datos de DATACIENCIA

Citas Identificadas: 16.67 %
Citas No-identificadas: 83.33 %

Financiamiento



Fuente
Anillo
Fondo Nacional de Desarrollo Científico y Tecnológico
Chilean Government
Fondo Nacional de Desarrollo Científico y Tecnológico
ANILLO Project from the Chilean Gouvernment

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Agradecimientos



Agradecimiento
The work developed in this paper was presented in a Symposium on Identification Problems in Psychometrics at the International Meeting of the Psychometric Society IMPS 2009. The meeting was held in Cambridge (UK), in July 2009. The first author gratefully acknowledges the partial financial support from the ANILLO Project SOC1107 from the Chilean Gouvernment. The third author acknowledges the partial financial support from the Grant FONDECYT 11100076 from Chilean Government. The authors gratefully acknowledge several discussions with Claudio Fernandez (Faculty of Mathematics, Pontificia Universidad Catolica de Chile) and Paul De Boeck (University of Amsterdam). This paper benefited from the helpful suggestions of three anonymous referees and the associate editor. In particular, one of the questions proposed by a referee led us to correct an error in a conclusion of Theorem 2.
The work developed in this paper was presented in a Symposium on Identification Problems in Psychometrics at the International Meeting of the Psychometric Society IMPS 2009. The meeting was held in Cambridge (UK), in July 2009. The first author gratefully acknowledges the partial financial support from the ANILLO Project SOC1107 from the Chilean Gouvern-ment. The third author acknowledges the partial financial support from the Grant FONDECYT 11100076 from Chilean Government. The authors gratefully acknowledge several discussions with Claudio Fernández (Faculty of Mathematics, Pontificia Universidad Católica de Chile) and Paul De Boeck (University of Amsterdam). This paper benefited from the helpful suggestions of three anonymous referees and the associate editor. In particular, one of the questions proposed by a referee led us to correct an error in a conclusion of Theorem 2.

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