Nonparametric statistics theory and methods

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...

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Bibliographic Details
Main Authors: Deshpande, J. V. (Author), Naik-Nimbalkar, Uttara (Author), Dewan, Isha (Author)
Format: Book
Language:English
Published: Hackensack, NJ World Scientific Pub. 2018
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040 |a UPNM  |b eng  |c UPNM  |e rda 
090 |a QA 278.8  |b .D37 2018 
100 1 |a Deshpande, J. V.,  |e author. 
245 1 0 |a Nonparametric statistics  |b theory and methods  |c Jayant V. Deshpande, Uttara Naik-Nimbalkar, Isha Dewan. 
264 1 |a Hackensack, NJ  |b World Scientific Pub.  |c 2018 
300 |a xii, 266 pages  |b illustrations  |c 24 cm. 
336 |a text  |2 rdacontent 
337 |a unmediated  |2 rdamedia 
338 |a volume  |2 rdacarrier 
504 |a Includes bibliographical references (page 255-262) and index. 
520 |a 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. 
592 |a 37706  |b 26/08/2019  |c RM 387.95  |h Bookline 
650 0 |a Nonparametric statistics. 
650 0 |a Distribution (Probability theory) 
700 1 |a Naik-Nimbalkar, Uttara,  |e author. 
700 1 |a Dewan, Isha,  |e author. 
999 |a vtls000063781  |c 52270  |d 52270