Robust nonparametric statistical methods /
"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 rob...
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| Format: | Book |
| Language: | English |
| Published: |
Boca Raton, FL :
CRC Press,
2011.
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| Edition: | 2nd ed. |
| Series: | Chapman & hall/crc monographs on statistics & applied probability.
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| Summary: | "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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| Physical Description: | 535p. : ill. ; 24cm. |
| ISBN: | 9781439809082 (hbk) |