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Nonparametric statistical methods using R /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Nonparametric statistical methods using R /John Kloke, Joseph McKean.
作者:	Kloke, John,
其他作者:	McKean, Joseph W.,
出版者:	Boca Raton, FL :CRC Press,2024.
面頁冊數:	xvii, 447 p. :ill. ;24 cm.
標題:	Nonparametric statistics.
ISBN:	9780367651350 :

Nonparametric statistical methods using R /
Kloke, John,

Nonparametric statistical methods using R /John Kloke, Joseph McKean. - 2nd ed. - Boca Raton, FL :CRC Press,2024. - xvii, 447 p. :ill. ;24 cm. - Chapman & Hall/CRC texts in statistical science series. - Texts in statistical science..

Includes bibliographical references and index.

"This thoroughly updated and expanded second edition of Nonparametric Statistical Methods Using R covers traditional nonparametric methods and rank-based analyses. Two new chapters covering multivariate analyses and big data have been added. Core classical nonparametrics chapters on one- and two-sample problems have been expanded to include discussions on ties as well as power and sample size determination. Common machine learning topics -- including k-nearest neighbors and trees -- have also been included in this new edition. The book is suitable for advanced undergraduate and graduate students in statistics and data science, and students of other majors with a solid background in statistical methods including regression and ANOVA. It will also be of use to researchers working with nonparametric and rank-based methods in practice"--

ISBN: 9780367651350 :NT$2586

LCCN: 2023053218Subjects--Topical Terms:

182700
Nonparametric statistics.

LC Class. No.: QA278.8 / .K56 2024

Dewey Class. No.: 519.5/4

Nonparametric statistical methods using R /
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245 1 0 $a Nonparametric statistical methods using R / $c John Kloke, Joseph McKean.
250 $a 2nd ed.
260 $a Boca Raton, FL : $b CRC Press, $c 2024.
300 $a xvii, 447 p. : $b ill. ; $c 24 cm.
490 1 $a Chapman & Hall/CRC texts in statistical science series
504 $a Includes bibliographical references and index.
520 $a "This thoroughly updated and expanded second edition of Nonparametric Statistical Methods Using R covers traditional nonparametric methods and rank-based analyses. Two new chapters covering multivariate analyses and big data have been added. Core classical nonparametrics chapters on one- and two-sample problems have been expanded to include discussions on ties as well as power and sample size determination. Common machine learning topics -- including k-nearest neighbors and trees -- have also been included in this new edition. The book is suitable for advanced undergraduate and graduate students in statistics and data science, and students of other majors with a solid background in statistical methods including regression and ANOVA. It will also be of use to researchers working with nonparametric and rank-based methods in practice"-- $c Provided by publisher.
650 0 $a Nonparametric statistics. $3 182700
650 0 $a R (Computer program language) $3 210846
700 1 $a McKean, Joseph W., $d 1944- $3 226858
776 0 8 $i Online version: $a Kloke, John. $t Nonparametric statistical methods using R $b Second edition. $d Boca Raton, FL : CRC Press, 2024 $z 9781003039617 $w (DLC) 2023053219
830 0 $a Texts in statistical science. $3 205786