Articles producció científica> Psicologia

CAR: A MATLAB Package to Compute Correspondence Analysis with Rotations

  • Datos identificativos

    Identificador: imarina:5122176
    Handle: https://hdl.handle.net/20.500.11797/imarina5122176
    Autores:
    Lorenzo-Seva U., van de Velden M., Kiers H.
    Resumen:
    © 2009, American Statistical Association. All rights reserved. Correspondence analysis (CA) is a popular method that can be used to analyse relationships between categorical variables. Like principal component analysis, CA solutions can be rotated both orthogonally and obliquely to simple structure without affecting the total amount of explained inertia. We describe a MATLAB package for computing CA. The package includes orthogonal and oblique rotation of axes. It is designed not only for advanced users of MATLAB but also for beginners. Analysis can be done using a user-friendly interface, or by using command lines. We illustrate the use of CAR with one example.

  • Otros:

    Autor según el artículo: Lorenzo-Seva U., van de Velden M., Kiers H.
    Departamento: Psicologia
    Autor/es de la URV: Lorenzo Seva, Urbano
    Palabras clave: Simple structure Orthogonal rotation Oblique rotation Matlab Correspondence analysis Biplot
    Resumen: © 2009, American Statistical Association. All rights reserved. Correspondence analysis (CA) is a popular method that can be used to analyse relationships between categorical variables. Like principal component analysis, CA solutions can be rotated both orthogonally and obliquely to simple structure without affecting the total amount of explained inertia. We describe a MATLAB package for computing CA. The package includes orthogonal and oblique rotation of axes. It is designed not only for advanced users of MATLAB but also for beginners. Analysis can be done using a user-friendly interface, or by using command lines. We illustrate the use of CAR with one example.
    Áreas temáticas: Statistics, probability and uncertainty Statistics and probability Statistics & probability Software Saúde coletiva Matemática / probabilidade e estatística Interdisciplinar Engenharias iii Engenharias i Computer science, interdisciplinary applications Ciencias sociales Ciência política e relações internacionais Ciência da computação
    Acceso a la licencia de uso: https://creativecommons.org/licenses/by/3.0/es/
    ISSN: 1548-7660
    Direcció de correo del autor: urbano.lorenzo@urv.cat
    Identificador del autor: 0000-0001-5369-3099
    Fecha de alta del registro: 2023-02-18
    Versión del articulo depositado: info:eu-repo/semantics/publishedVersion
    Referencia al articulo segun fuente origial: Journal Of Statistical Software. 31 (8): 1-14
    Referencia de l'ítem segons les normes APA: Lorenzo-Seva U., van de Velden M., Kiers H. (2009). CAR: A MATLAB Package to Compute Correspondence Analysis with Rotations. Journal Of Statistical Software, 31(8), 1-14. DOI: 10.18637/jss.v031.i08
    URL Documento de licencia: https://repositori.urv.cat/ca/proteccio-de-dades/
    Entidad: Universitat Rovira i Virgili
    Año de publicación de la revista: 2009
    Tipo de publicación: Journal Publications

  • Palabras clave:

    Computer Science, Interdisciplinary Applications,Software,Statistics & Probability,Statistics and Probability,Statistics, Probability and Uncertainty
    Simple structure
    Orthogonal rotation
    Oblique rotation
    Matlab
    Correspondence analysis
    Biplot
    Statistics, probability and uncertainty
    Statistics and probability
    Statistics & probability
    Software
    Saúde coletiva
    Matemática / probabilidade e estatística
    Interdisciplinar
    Engenharias iii
    Engenharias i
    Computer science, interdisciplinary applications
    Ciencias sociales
    Ciência política e relações internacionais
    Ciência da computação

  • Documentos:

    DocumentPrincipal

  • Cerca a google

    Search to google scholar