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Robust nonparametric statistical methods

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/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:	Robust statistics. -
電子資源:	https://www.taylorfrancis.com/books/9780429131103
ISBN:	9781439809099 (electronic bk.)

Robust nonparametric statistical methods
Hettmansperger, Thomas P.,1939-

Robust nonparametric statistical methods[electronic resource] /Thomas P. Hettmansperger, Joseph W. McKean. - 2nd ed. - Boca Raton, FL :CRC Press,c2011. - 1 online resource (xvii, 535 p.) :ill. - Monographs on statistics and applied probability ;119. - Monographs on statistics and applied probability (Series) ;119..

Includes bibliographical references (p. 495-520) and indexes.

1. One-sample problems -- 2. Two-sample problems -- 3. Linear models -- 4. Experimental designs : fixed effects -- 5. Models with dependent error structure -- 6. Multivariate.

"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: 9781439809099 (electronic bk.)Subjects--Topical Terms:

528156
Robust statistics.
Index Terms--Genre/Form:

554714
Electronic books.

LC Class. No.: QA278.8 / .H47 2011

Dewey Class. No.: 519.5

Robust nonparametric statistical methods
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008 250704s2011 flua ob 001 0 eng d
020 $a 9781439809099 (electronic bk.)
020 $a 1439809097 (electronic bk.)
020 $z 9781439809082 (hbk.)
020 $z 1439809089 (hbk.)
035 $a ocn726765855
040 $a CUS $c CUS $d SINTU $d NJR $d OCLCQ $d OCLCO $d OCLCA
050 4 $a QA278.8 $b .H47 2011
082 0 0 $a 519.5 $2 22
100 1 $a Hettmansperger, Thomas P., $d 1939- $3 857697
245 1 0 $a Robust nonparametric statistical methods $h [electronic resource] / $c Thomas P. Hettmansperger, Joseph W. McKean.
250 $a 2nd ed.
260 $a Boca Raton, FL : $b CRC Press, $c c2011.
300 $a 1 online resource (xvii, 535 p.) : $b ill.
490 1 $a Monographs on statistics and applied probability ; $v 119
504 $a Includes bibliographical references (p. 495-520) and indexes.
505 0 $a 1. One-sample problems -- 2. Two-sample problems -- 3. Linear models -- 4. Experimental designs : fixed effects -- 5. Models with dependent error structure -- 6. Multivariate.
520 $a "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"- $c Provided by publisher.
588 $a Description based on print version record.
650 0 $a Robust statistics. $3 528156
650 0 $a Nonparametric statistics. $3 527779
655 4 $a Electronic books. $2 local $3 554714
700 1 $a McKean, Joseph W., $d 1944- $3 970874
830 0 $a Monographs on statistics and applied probability (Series) ; $v 119. $3 970875
856 4 0 $u https://www.taylorfrancis.com/books/9780429131103