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Asymptotic Statistics
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Asymptotic Statistics Paperback - 2000

by A. W. Vaart


From the publisher

Here is a practical and mathematically rigorous introduction to the field of asymptotic statistics. In addition to most of the standard topics of an asymptotics course--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, one of the book's unifying themes that mainly entails the local approximation of the classical i.i.d. set up with smooth parameters by location experiments involving a single, normally distributed observation.

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  • Title Asymptotic Statistics
  • Author A. W. Vaart
  • Binding Paperback
  • Edition [ Edition: First
  • Pages 462
  • Volumes 1
  • Language ENG
  • Publisher Cambridge University Press, New York
  • Date 2000-06-19
  • Illustrated Yes
  • Features Bibliography, Illustrated, Index, Table of Contents
  • ISBN 9780521784504 / 0521784506
  • Weight 1.77 lbs (0.80 kg)
  • Dimensions 9.1 x 6.83 x 1.06 in (23.11 x 17.35 x 2.69 cm)
  • Library of Congress Catalog Number 98015176
  • Dewey Decimal Code 519.5
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