• Robust nonparametric statistical methods
  • 紀錄類型: 書目-電子資源 : 單行本
    作者: HettmanspergerThomas P., 1939-
    其他作者: McKeanJoseph W., 1944-
    出版地: Boca Raton, FL
    出版者: CRC Press;
    出版年: c2011
    版本: 2nd ed
    面頁冊數: 1 online resource (xvii, 535 p.)ill :
    集叢名: Monographs on statistics and applied probability
    標題: Nonparametric statistics -
    標題: Robust statistics -
    標題: Electronic books -
    電子資源: http://www.crcnetbase.com/isbn/978-1-4398-0908-2
    附註: Description based on print version record
    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"-
    ISBN: 9781439809099electronic bk.
    ISBN: 1439809097electronic bk.
    ISBN: hbk.
    ISBN: hbk.
    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
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