Revistes Publicacions URV: SORT - Statistics and Operations Research Transactions> 2020

Finding archetypal patterns for binary questionnaires

  • Datos identificativos

    Identificador: RP:4683
  • Autores:

    Epifanio, Irene
    Cabero, Ismael
  • Otros:

    Autor según el artículo: Epifanio, Irene Cabero, Ismael
    Palabras clave: dichotomous item test
    Resumen: Archetypal analysis is an exploratory tool that explains a set of observations as mixtures of pure (extreme) patterns. If the patterns are actual observations of the sample, we refer to them as archetypoids. For the first time, we propose to use archetypoid analysis for binary observations. This tool can contribute to the understanding of a binary data set, as in the multivariate case. We illustrate the advantages of the proposed methodology in a simulation study and two applications, one exploring objects (rows) and the other exploring items (columns). One is related to determining student skill set profiles and the other to describing item response functions.
    Año de publicación de la revista: 2020
    Tipo de publicación: ##rt.metadata.pkp.peerReviewed## info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article