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Asymptotic Statistics

Asymptotic Statistics

by A. W. van der Vaart
Paperback
Publication Date: 19/06/2000

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This book is an introduction to the field of asymptotic statistics. The treatment is both practical and mathematically rigorous. In addition to most of the standard topics of an asymptotics course, including likelihood inference, M-estimation, the theory of asymptotic efficiency, U-statistics, and rank procedures, the book also presents recent research topics such as semiparametric models, the bootstrap, and empirical processes and their applications. The topics are organized from the central idea of approximation by limit experiments, which gives the book one of its unifying themes. This entails mainly the local approximation of the classical i.i.d. set up with smooth parameters by location experiments involving a single, normally distributed observation. Thus, even the standard subjects of asymptotic statistics are presented in a novel way. Suitable as a graduate or Master's level statistics text, this book will also give researchers an overview of the latest research in asymptotic statistics.
ISBN:
9780521784504
9780521784504
Category:
Probability & statistics
Format:
Paperback
Publication Date:
19-06-2000
Language:
English
Publisher:
Cambridge University Press
Country of origin:
United Kingdom
Pages:
462
Dimensions (mm):
231x173x27mm
Weight:
0.8kg

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