Robust nonparametric statistical met...
Hettmansperger, Thomas P., (1939-)

 

  • Robust nonparametric statistical methods[electronic resource] /
  • 紀錄類型: 書目-語言資料,印刷品 : Monograph/item
    杜威分類號: 519.5
    書名/作者: Robust nonparametric statistical methods/ Thomas P. Hettmansperger, Joseph W. McKean.
    作者: Hettmansperger, Thomas P.,
    其他作者: McKean, Joseph W.,
    出版者: Boca Raton, FL : : CRC Press,, c2011.
    面頁冊數: 1 online resource (xvii, 535 p.) : : ill.
    標題: Nonparametric statistics.
    標題: Robust statistics.
    ISBN: 9781439809099 (electronic bk.)
    ISBN: 1439809097 (electronic bk.)
    書目註: Includes bibliographical references (p. 495-520) and indexes.
    內容註: 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、提要註: "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"-
    電子資源: http://www.crcnetbase.com/isbn/978-1-4398-0908-2
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