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    Please use this identifier to cite or link to this item: https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/85674

    Title: On a Relation between Principal Component and Regression Analysis
    Authors: Jong, Jyh-Cherng;Kotz, Samuel
    Contributors: 淡江大學運輸管理學系
    Keywords: Coefficient of determination;Eigenvalues;Eigenvectors;Extra sum of squares;Principal components regression;Residuals
    Date: 1999-11
    Issue Date: 2013-04-09 13:53:11 (UTC+8)
    Publisher: American Statistical Association
    Abstract: A regression approach to principal component analysis is presented in this note. We provide an alternative interpretation of principal components that illustrates the relation between the extra sum of squares in regression analysis and the eigenvalues associated with the principal components.
    Relation: American Statistician 53(4), pp.349-351
    DOI: 10.1080/00031305.1999.10474488
    Appears in Collections:[運輸管理學系暨研究所] 期刊論文

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