S-PLUS code for simple and multiple correspondence analysis

Eric J. Beh

    Research output: Contribution to journalArticle

    4 Citations (Scopus)

    Abstract

    An exploration of the application of S-PLUS code designed to perform classical correspondence analysis is made in this paper. This code allows for the “classical” analysis to be performed on categorical data consisting of two or more variables. For multi-way contingency tables, correspondence analysis can be performed by considering either the indicator matrix or the Burt matrix. The code also allows the user to incorporate into the analysis confidence circles (to identify categorical responses that deviate from the hypothesis of independence) and for an asymmetrical analysis to be performed. The function includes various warnings and stoppages to help the user properly analyse their data.
    Original languageEnglish
    Number of pages24
    JournalComputational Statistics
    Publication statusPublished - 2005

    Keywords

    • Burt matrix
    • S-Plus
    • contingency tables
    • correspondence analysis (statistics)
    • indicator matrix
    • proximity matrices

    Fingerprint

    Dive into the research topics of 'S-PLUS code for simple and multiple correspondence analysis'. Together they form a unique fingerprint.

    Cite this