Asymptotic Statistics pdf epub mobi txt 电子书下载 2025

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出版者:Cambridge University Press

作者:A. W. van der Vaart

出品人:

页数:462

译者:

出版时间:2000-6-19

价格:USD 60.00

装帧:Paperback

isbn号码:9780521784504

丛书系列:Cambridge Series in Statistical and Probabilistic Mathematics

图书标签:

数学
统计学
Statistics
statistics
统计
asymtotic
Asyptotics
Stat

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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 research in asymptotic statistics.