From Complexity to Simplicity: On the Application of Three Techniques for Multivariate Data Analysis

    Publikation: Working paperForskning

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    Abstract

    The aim of this paper is to give an overview of three important techniques; factor, cluster and discriminant analysis. I find it necessary and more important to have an understanding of the basic assumptions and the underlying foundations of the methods rather than a thorough mathematical understanding of the algorithms. I will therefore account for a description of these methods based on a geometrical viewpoint and a more conceptual view rather than mathematical. A general description of the three techniques will be followed by a case, showing an application of all three techniques in the same study.
    OriginalsprogEngelsk
    UdgivelsesstedCopenhagen
    UdgiverDepartment of Management, Politics and Philosophy, CBS
    Antal sider21
    ISBN (Trykt)8790403835
    StatusUdgivet - 2000
    NavnMPP Working Paper
    Nummer15/2000
    ISSN1396-2817

    Emneord

    • Faktoranalyse
    • Statistiske analyser
    • Multivariate analysis
    • Analysemetoder

    Citationsformater