Asymptotic Statistics PDF ePub eBook

Books Info:

Asymptotic Statistics free pdf 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.

About A.W. van der Vaart

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Details Book

Author : A.W. van der Vaart
Publisher : Cambridge University Press
Data Published : 19 June 2000
ISBN : 0521784506
EAN : 9780521784504
Format Book : PDF, Epub, DOCx, TXT
Number of Pages : 462 pages
Age + : 15 years
Language : English
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