Articles producció científica> Psicologia

A note on improving EAP trait estimation in oblique factor-analytic and item response theory models

  • Datos identificativos

    Identificador: imarina:9286557
    Autores:
    Ferrando, Pere JLorenzo-Seva, Urbano
    Resumen:
    This note is about Bayes EAP scoring in the class of oblique linear and non-linear item response models that can be parameterized as factor analytic models. For these models, we propose an improved implementation approach that (a) provides more detailed and informative output, and (b) uses more prior information from the calibration stage. Overall, we discuss the limitations of EAP estimation as it is implemented in most available programs, provide a technical account of the basic methodology and proposed improvements, implement the proposal in the freely available FACTOR program, and illustrate how it works with FACTOR-based output.
  • Otros:

    Autor según el artículo: Ferrando, Pere J; Lorenzo-Seva, Urbano
    Departamento: Psicologia
    Autor/es de la URV: Ferrando Piera, Pere Joan / Lorenzo Seva, Urbano
    Palabras clave: Scores
    Resumen: This note is about Bayes EAP scoring in the class of oblique linear and non-linear item response models that can be parameterized as factor analytic models. For these models, we propose an improved implementation approach that (a) provides more detailed and informative output, and (b) uses more prior information from the calibration stage. Overall, we discuss the limitations of EAP estimation as it is implemented in most available programs, provide a technical account of the basic methodology and proposed improvements, implement the proposal in the freely available FACTOR program, and illustrate how it works with FACTOR-based output.
    Áreas temáticas: Statistics and probability Psychology, experimental Psychology (miscellaneous) Psicología Experimental and cognitive psychology Developmental and educational psychology Ciencias sociales Ciencias humanas Arts and humanities (miscellaneous)
    Acceso a la licencia de uso: https://creativecommons.org/licenses/by/3.0/es/
    Direcció de correo del autor: urbano.lorenzo@urv.cat perejoan.ferrando@urv.cat
    Identificador del autor: 0000-0001-5369-3099 0000-0002-3133-5466
    Fecha de alta del registro: 2024-10-12
    Versión del articulo depositado: info:eu-repo/semantics/acceptedVersion
    Enlace a la fuente original: https://dialnet.unirioja.es/servlet/articulo?codigo=5807806
    URL Documento de licencia: https://repositori.urv.cat/ca/proteccio-de-dades/
    Referencia al articulo segun fuente origial: Psicologica. 37 (2): 235-247
    Referencia de l'ítem segons les normes APA: Ferrando, Pere J; Lorenzo-Seva, Urbano (2016). A note on improving EAP trait estimation in oblique factor-analytic and item response theory models. Psicologica, 37(2), 235-247
    Entidad: Universitat Rovira i Virgili
    Año de publicación de la revista: 2016
    Tipo de publicación: Journal Publications
  • Palabras clave:

    Arts and Humanities (Miscellaneous),Developmental and Educational Psychology,Experimental and Cognitive Psychology,Psychology (Miscellaneous),Psychology, Experimental,Statistics and Probability
    Scores
    Statistics and probability
    Psychology, experimental
    Psychology (miscellaneous)
    Psicología
    Experimental and cognitive psychology
    Developmental and educational psychology
    Ciencias sociales
    Ciencias humanas
    Arts and humanities (miscellaneous)
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