Articles producció científica> Psicologia

CAR: A MATLAB Package to Compute Correspondence Analysis with Rotations

  • Dades identificatives

    Identificador: imarina:5122176
    Autors:
    Lorenzo-Seva U., van de Velden M., Kiers H.
    Resum:
    © 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.
  • Altres:

    Autor segons l'article: Lorenzo-Seva U., van de Velden M., Kiers H.
    Departament: Psicologia
    Autor/s de la URV: Lorenzo Seva, Urbano
    Paraules clau: Simple structure Orthogonal rotation Oblique rotation Matlab Correspondence analysis Biplot
    Resum: © 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.
    Àrees temàtiques: 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
    Accès a la llicència d'ús: https://creativecommons.org/licenses/by/3.0/es/
    ISSN: 1548-7660
    Adreça de correu electrònic de l'autor: urbano.lorenzo@urv.cat
    Identificador de l'autor: 0000-0001-5369-3099
    Data d'alta del registre: 2023-02-18
    Versió de l'article dipositat: info:eu-repo/semantics/publishedVersion
    Enllaç font original: https://www.jstatsoft.org/article/view/v031i08
    Referència a l'article segons font original: Journal Of Statistical Software. 31 (8): 1-14
    Referència 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 Document de llicència: https://repositori.urv.cat/ca/proteccio-de-dades/
    DOI de l'article: 10.18637/jss.v031.i08
    Entitat: Universitat Rovira i Virgili
    Any de publicació de la revista: 2009
    Tipus de publicació: Journal Publications
  • Paraules clau:

    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
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