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Asymptotic Statistics by A. W. Van Der Vaart

Asymptotic Statistics

by A. W. Van Der Vaart
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Book cover type: Paperback
  • ISBN13: 9780521784504
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Cambridge University Press
  • Publisher Imprint: Cambridge University Press
  • Publication Date: N/A
  • Pages: 462
  • Original Price: GBP 57.0
  • Language: English
  • Edition: N/A
  • Item Weight: 803 grams
  • BISAC Subject(s): Probability & Statistics / General

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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