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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| Main Authors: | , , |
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| Format: | Book |
| Language: | English |
| Published: |
Hackensack, NJ
World Scientific Pub.
2018
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| Subjects: | |
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| Summary: | 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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| Physical Description: | xii, 266 pages illustrations 24 cm. |
| Bibliography: | Includes bibliographical references (page 255-262) and index. |
| ISBN: | 9789814663571 (hardcover) 9814663573 (hardcover) |