Asymptotic Statistics

Asymptotic Statistics

A.W. van der Vaart
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Main subject categories: • Mathematical statistics ‒ Asymptotic theory • Asymptotic analysis

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.

Cilt:
3
Yıl:
1998
Baskı:
1
Yayımcı:
Cambridge University Press
Dil:
english
Sayfalar:
458
ISBN 10:
0521496039
ISBN 13:
9780521496032
Seriler:
Cambridge Series in Statistical and Probabilistic Mathematics
Dosya:
PDF, 10.74 MB
IPFS:
CID , CID Blake2b
english, 1998
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