書誌事項

Multivariate analysis

K.V. Mardia, J.T. Kent, J.M. Bibby

(Probability and mathematical statistics : a series of monographs and textbooks)

Academic Press, c1979

  • : [hard]
  • : pbk

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注記

Bibliography: p. [497]-507

Includes index

内容説明・目次

内容説明

Multivariate Analysis deals with observations on more than one variable where there is some inherent interdependence between the variables. With several texts already available in this area, one may very well enquire of the authors as to the need for yet another book. Most of the available books fall into two categories, either theoretical or data analytic. The present book not only combines the two approaches but it also has been guided by the need to give suitable matter for the beginner as well as illustrating some deeper aspects of the subject for the research worker. Practical examples are kept to the forefront and, wherever feasible, each technique is motivated by such an example.

目次

Introduction. Basic Properties of Random Vectors. Normal Distribution Theory. Estimation. Hypothesis Testing. Multivariate Regression Analysis. Econometrics. Principal Component Analysis. Factor Analysis. Canonical Correlation Analysis. Discriminant Analysis. Multivariate Analysis of Variance. Cluster Analysis. Multidimensional Scaling. Directional Data. Matrix Algebra. Univariate Statistics. Appendix. References. List of Main Notations. Subject Index. Author Index.

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詳細情報

  • NII書誌ID(NCID)
    BA00756281
  • ISBN
    • 0124712509
    • 0124712525
  • LCCN
    79040922
  • 出版国コード
    uk
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    London ; Tokyo
  • ページ数/冊数
    xv, 521 p.
  • 大きさ
    23 cm
  • 分類
  • 件名
  • 親書誌ID
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