Nonparametric Statistics: Theory And Methods
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A01=Isha Dewan
A01=Jayant V Deshpande
A01=Uttara Naik-nimbalkar
Author_Isha Dewan
Author_Jayant V Deshpande
Author_Uttara Naik-nimbalkar
Category=PBT
Censored Data
Classification
Density Estimation
Empirical Distribution Function
eq_isMigrated=1
eq_isMigrated=2
eq_nobargain
Nonparametric Bayesian Inference
Nonparametric Bootstrap
Nonparametric Tests
Rank Tests
Ranked Set Sampling
Regression Function Estimation
Simultaneous Inference
Product details
- ISBN 9789814663571
- Publication Date: 08 Dec 2017
- Publisher: World Scientific Publishing Co Pte Ltd
- Publication City/Country: SG
- Product Form: Hardback
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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.
