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Simple and Canonical Correspondence Analysis Using the R Package anacor

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  • de Leeuw, Jan
  • Mair, Patrick

Abstract

This paper presents the R package anacor for the computation of simple and canonical correspondence analysis with missing values. The canonical correspondence analysis is specified in a rather general way by imposing covariates on the rows and/or the columns of the two-dimensional frequency table. The package allows for scaling methods such as standard, Benzécri, centroid, and Goodman scaling. In addition, along with well-known two- and three-dimensional joint plots including confidence ellipsoids, it offers alternative plotting possibilities in terms of transformation plots, Benzécri plots, and regression plots.

Suggested Citation

  • de Leeuw, Jan & Mair, Patrick, 2009. "Simple and Canonical Correspondence Analysis Using the R Package anacor," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 31(i05).
    • Handle: RePEc:jss:jstsof:v:031:i05
    DOI: http://hdl.handle.net/10.18637/jss.v031.i05
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    References listed on IDEAS

    as
    1. de Leeuw, Jan & Mair, Patrick, 2009. "Gifi Methods for Optimal Scaling in R: The Package homals," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 31(i04).
    2. Jan Leeuw & Peter Heijden, 1988. "Correspondence analysis of incomplete contingency tables," Psychometrika, Springer;The Psychometric Society, vol. 53(2), pages 223-233, June.
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    Cited by:

    1. Esmaelian, Majid & Tavana, Madjid & Di Caprio, Debora & Ansari, Reza, 2017. "A multiple correspondence analysis model for evaluating technology foresight methods," Technological Forecasting and Social Change, Elsevier, vol. 125(C), pages 188-205.
    2. Naomichi Makino, 2022. "Rotation in Correspondence Analysis from the Canonical Correlation Perspective," Psychometrika, Springer;The Psychometric Society, vol. 87(3), pages 1045-1063, September.
    3. Miguel Gonzalez-Loureiro & Maria José Sousa & Hugo Pinto, 2017. "Culture and innovation in SMEs: the intellectual structure of research for further inquiry," European Planning Studies, Taylor & Francis Journals, vol. 25(11), pages 1908-1931, November.
    4. André Luiz Romano & Luis Miguel D. F. Ferreira, 2023. "How to transform sustainability practices into organizational benefits? The role of different cultural characteristics," Operations Management Research, Springer, vol. 16(1), pages 192-208, March.
    5. repec:jss:jstsof:31:i08 is not listed on IDEAS
    6. Lorenzo-Seva, Urbano & van de Velden, Michel & Kiers, Henk A. L., 2009. "CAR: A MATLAB Package to Compute Correspondence Analysis with Rotations," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 31(i08).
    7. Araceli Galiano-Coronil & Marina Yong Alcedo-Velázquez & Sofía Blanco-Moreno & Luis Bayardo Tobar Pesántez, 2024. "Comparison and positioning of NGOs aimed at children from the perspective of social marketing on Twitter," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-16, December.
    8. Horst Treiblmaier & Patrick Mair, 2021. "Textual Data Science for Logistics and Supply Chain Management," Logistics, MDPI, vol. 5(3), pages 1-15, August.

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