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Nonparametric statistics[electronic ...

Deshpande, J. V.

Nonparametric statistics[electronic resource] :theory and methods /

紀錄類型:	書目-電子資源 : Monograph/item
杜威分類號:	519.5/4
書名/作者:	Nonparametric statistics : theory and methods // Jayant V. Deshpande, Uttara Naik-Nimbalkar, Isha Dewan.
作者:	Deshpande, J. V.
其他作者:	Naik-Nimbalkar, Uttara.
出版者:	Singapore : : World Scientific,, c2018.
面頁冊數:	1 online resource (279 p.) : : ill. (some col.)
標題:	Nonparametric statistics.
標題:	Distribution (Probability theory)
標題:	Electronic books.
ISBN:	9789814663588
書目註:	Includes bibliographical references and index.
摘要、提要註:	"The number of books on Nonparametric Methodology is quite small as compared to, say, on Design of Experiments, Regression Analysis, Multivariate Analysis, etc. Because of being perceived as less effective, nonparametric methods are still the second choice. Actually, it has been demonstrated time and again that they are useful. We feel that there is still need for proper texts/applications/reference books on Nonparametric Methodology. This book will introduce various types of data encountered in practice and suggest the appropriate nonparametric methods, discuss their properties through null and non-null distributions whenever possible and demonstrate the very minor loss in power and efficiency in the nonparametric method, if any. The book will cover almost all topics of current interest such as bootstrapping, ranked set sampling, techniques for censored data and Bayesian analysis under nonparametric set ups."--Publisher's website.
電子資源:	http://www.worldscientific.com/worldscibooks/10.1142/9529#t=toc

Nonparametric statistics[electronic resource] :theory and methods /
Deshpande, J. V.

Nonparametric statisticstheory and methods /[electronic resource] :Jayant V. Deshpande, Uttara Naik-Nimbalkar, Isha Dewan. - 1st ed. - Singapore :World Scientific,c2018. - 1 online resource (279 p.) :ill. (some col.)

Includes bibliographical references and index.

"The number of books on Nonparametric Methodology is quite small as compared to, say, on Design of Experiments, Regression Analysis, Multivariate Analysis, etc. Because of being perceived as less effective, nonparametric methods are still the second choice. Actually, it has been demonstrated time and again that they are useful. We feel that there is still need for proper texts/applications/reference books on Nonparametric Methodology. This book will introduce various types of data encountered in practice and suggest the appropriate nonparametric methods, discuss their properties through null and non-null distributions whenever possible and demonstrate the very minor loss in power and efficiency in the nonparametric method, if any. The book will cover almost all topics of current interest such as bootstrapping, ranked set sampling, techniques for censored data and Bayesian analysis under nonparametric set ups."--Publisher's website.

Mode of access: World Wide Web.

ISBN: 9789814663588Subjects--Topical Terms:

405341
Nonparametric statistics.

LC Class. No.: QA278.8 / .D37 2018

Dewey Class. No.: 519.5/4

Nonparametric statistics[electronic resource] :theory and methods /
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245 1 0 $a Nonparametric statistics $h [electronic resource] : $b theory and methods / $c Jayant V. Deshpande, Uttara Naik-Nimbalkar, Isha Dewan.
250 $a 1st ed.
260 $a Singapore : $b World Scientific, $c c2018.
300 $a 1 online resource (279 p.) : $b ill. (some col.)
504 $a Includes bibliographical references and index.
520 $a "The number of books on Nonparametric Methodology is quite small as compared to, say, on Design of Experiments, Regression Analysis, Multivariate Analysis, etc. Because of being perceived as less effective, nonparametric methods are still the second choice. Actually, it has been demonstrated time and again that they are useful. We feel that there is still need for proper texts/applications/reference books on Nonparametric Methodology. This book will introduce various types of data encountered in practice and suggest the appropriate nonparametric methods, discuss their properties through null and non-null distributions whenever possible and demonstrate the very minor loss in power and efficiency in the nonparametric method, if any. The book will cover almost all topics of current interest such as bootstrapping, ranked set sampling, techniques for censored data and Bayesian analysis under nonparametric set ups."--Publisher's website.
538 $a Mode of access: World Wide Web.
588 $a Description based on online resource; title from PDF title page (viewed October 31, 2017)
650 0 $a Nonparametric statistics. $3 405341
650 0 $a Distribution (Probability theory) $3 472330
650 0 $a Electronic books. $2 local $3 376747
700 1 $a Naik-Nimbalkar, Uttara. $3 709499
700 1 $a Dewan, Isha. $3 709500
856 4 0 $u http://www.worldscientific.com/worldscibooks/10.1142/9529#t=toc

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