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" Robust nonparametric statistical methods / "
Thomas P. Hettmansperger, Joseph W. McKean
Document Type
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BL
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Record Number
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665243
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Doc. No
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dltt
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Main Entry
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Hettmansperger, Thomas P.,1939-
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Title & Author
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Robust nonparametric statistical methods /\ Thomas P. Hettmansperger, Joseph W. McKean
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Edition Statement
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2nd ed
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Publication Statement
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Boca Raton, FL :: CRC Press,, c2011
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Series Statement
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Monographs on statistics and applied probability ;; 119
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Page. NO
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xvii, 535 p. :: ill. ;; 27 cm
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ISBN
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9781439809082 (hardback)
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: 1439809089 (hardback)
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Bibliographies/Indexes
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Includes bibliographical references (p. 495-520) and indexes
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Abstract
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"Often referred to as distribution-free 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 self-study, 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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Subject
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Nonparametric statistics
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Subject
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Robust statistics
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Dewey Classification
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519.5
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LC Classification
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QA278.8.H47 2011
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QA278.8.H47 2011
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Added Entry
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McKean, Joseph W.,1944-
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