Applied linear regression models

書誌事項

Applied linear regression models

John Neter ... [et al.]

(The Irwin series in statistics)

Irwin, c1996

3rd ed

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注記

Includes bibliographical references (p. 708-714) and index

System requirements for accompanying computer disk: IBM-compatible PC, 640K RAM, DOS 3.1 or higher and any ASCII text editor

内容説明・目次

内容説明

Providing a blend of theory and application, this text emphasizes understanding concepts, which are demonstrated by means of worked-out examples. The theoretical side enables applications of regression analysis to be carried out successfully. Computer and graphic plots focus the text on analysis and models, and discussion of regression diagnostics includes the DFBETAS, DFFITS, and PRESS measures. Model building is examined in order to allow students to see how the model-building process integrates many of the elements considered in earlier chapters. This edition includes new topics, such as: robust tests for constancy of the error variance, smoothing techniques to explore the shape of the regression function, robust regression and non-parametric regression techniques.

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詳細情報

  • NII書誌ID(NCID)
    BA28390404
  • ISBN
    • 025608601X
  • LCCN
    95037444
  • 出版国コード
    us
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    Chicago, Ill.
  • ページ数/冊数
    xv, 720 p.
  • 大きさ
    27 cm.
  • 付属資料
    1 computer disk (3 1/2 in.)
  • 分類
  • 件名
  • 親書誌ID
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