Asymptotic Statistics

Name: Asymptotic Statistics
ISBN: 9780521784504

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.

Thể loại:

Mathematics - Mathematical Statistics

Tập:

Năm:

1998

In lần thứ:

Nhà xuát bản:

Cambridge University Press

Ngôn ngữ:

english

Trang:

460