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Robust nonparametric statistical methods [electronic resource]

  • 作者: Hettmansperger, Thomas P., 1939-
  • 其他作者:
  • 其他題名:
    • Monographs on statistics and applied probability (Series) ;
  • 出版: Boca Raton, FL : CRC Press
  • 版本:2nd ed.
  • 叢書名: Monographs on statistics and applied probability119
  • 主題: Nonparametric statistics , Robust statistics , Electronic books.
  • ISBN: 9781439809099 (electronic bk.) 、 1439809097 (electronic bk.)
  • FIND@SFXID: CGU
  • 資料類型: 電子書
  • 內容註: Includes bibliographical references (p. 495-520) and indexes. 1. One-sample problems -- 2. Two-sample problems -- 3. Linear models -- 4. Experimental designs : fixed effects -- 5. Models with dependent error structure -- 6. Multivariate.
  • 摘要註: "Often referred to as distributionfree methods, nonparametric methods do not rely on assumptions that the data are drawn from a given probability distribution. With an emphasis on Wilcoxon rank methods that enable a unified approach to data analysis, this book presents a unique overview of robust nonparametric statistical methods. Drawing on examples from various disciplines, the relevant R code for these examples, as well as numerous exercises for selfstudy, the text covers location models, regression models, designed experiments, and multivariate methods. This edition features a new chapter on cluster correlated data"-
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  • 系統號: 005109485 | 機讀編目格式
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