S-PLUS code for ordinal correspondence analysis

Eric J. Beh

    Research output: Contribution to journalArticle

    5 Citations (Scopus)

    Abstract

    Correspondence analysis is a popular graphical tool used to analyse contingency tables. In the past, it has commonly been performed by applying a singular value decomposition to a transformation of the data in the contingency table. A recent advance in its theory is to perform a bivariate moment decomposition instead. This approach is especially useful for the detection of linear and non-linear associations between ordinal variables; a feature not readily available using singular value decomposition. This paper outlines S-PLUS code that will perform correspondence analysis using bivariate moment decomposition. It also includes a simple plotting function that will enable the graphical interpretation of the different levels of association.
    Original languageEnglish
    Number of pages20
    JournalComputational Statistics
    Publication statusPublished - 2004

    Keywords

    • S-Plus
    • contingency tables
    • correspondence analysis (statistics)
    • decomposition (mathematics)
    • multivariate analysis
    • orthogonal polynomials

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