• Robust nonparametric statistical methods
  • Record Type: Electronic resources : monographic
    Author: HettmanspergerThomas P., 1939-
    Secondary Intellectual Responsibility: McKeanJoseph W., 1944-
    Place of Publication: Boca Raton, FL
    Published: CRC Press;
    Year of Publication: c2011
    Edition: 2nd ed
    Description: 1 online resource (xvii, 535 p.)ill :
    Series: Monographs on statistics and applied probability
    Subject: Nonparametric statistics -
    Subject: Robust statistics -
    Subject: Electronic books -
    Online resource: http://www.crcnetbase.com/isbn/978-1-4398-0908-2
    Notes: Description based on print version record
    Summary: "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.
    Content Note: 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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