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Correspondence Analysis

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Abstract

Correspondence analysis (CA) is a descriptive method which allows us to analyze and to XploRe the structure of contingency tables (or, by extension, non-negative tables where rows and columns are the entities of interest). It is similar to principal component analysis (PCA) in the sense that it attempts to obtain a representation of either the I row items or the J column items in a low dimensional space, while preserving at best total variation in the table.

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Bibliography

  • Lebart, L., Morineau, A., and Piron, J. (1995). Statistique Exploratoire Multi-dimensionnelle, Dunod, Paris.

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  • Härdle, W., Klinke, S., and Turlach, B.A. (1994). XploRe: An Interactive Statistical Computing Environment, Springer-Verlag.

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  • Härdle, W., Klinke, S., and Müller, M., (2000). XploRe: Learning Guide, Springer-Verlag.

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  • Saporta, G. (1990). Probabilités, Analyse des Données et Statistique, Editions Technip, Paris.

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© 2000 Springer-Verlag Berlin Heidelberg

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Benko, M., Lejeune, M. (2000). Correspondence Analysis. In: XploRe® — Application Guide. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-57292-0_13

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  • DOI: https://doi.org/10.1007/978-3-642-57292-0_13

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-67545-7

  • Online ISBN: 978-3-642-57292-0

  • eBook Packages: Springer Book Archive

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