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Nonparametric Statistics: Theory And Methods

Af: Isha Dewan, Jayant V Deshpande, Uttara Naik-nimbalkar Engelsk Hardback

Nonparametric Statistics: Theory And Methods

Af: Isha Dewan, Jayant V Deshpande, Uttara Naik-nimbalkar Engelsk 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.

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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.

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Produktdetaljer
Sprog: Engelsk
Sider: 280
ISBN-13: 9789814663571
Indbinding: Hardback
Udgave:
ISBN-10: 9814663573
Kategori: Sandsynlighedsregning og statistik
Udg. Dato: 8 dec 2017
Længde: 0mm
Bredde: 0mm
Højde: 0mm
Forlag: World Scientific Publishing Co Pte Ltd
Oplagsdato: 8 dec 2017
Forfatter(e): Isha Dewan, Jayant V Deshpande, Uttara Naik-nimbalkar
Forfatter(e) Isha Dewan, Jayant V Deshpande, Uttara Naik-nimbalkar

Kategori Sandsynlighedsregning og statistik

ISBN-13 9789814663571

Sprog Engelsk

Indbinding Hardback

Sider 280

Udgave

Længde 0mm

Bredde 0mm

Højde 0mm

Udg. Dato 8 dec 2017

Oplagsdato 8 dec 2017

Forlag World Scientific Publishing Co Pte Ltd