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Asymptotic Statistics

Asymptotic Statistics - Paperback

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Availability:In StockContributor:A. W. Van Der VaartSeries:Cambridge Series in Statistical and Probabilistic Mathematic #3Publish date:2000-06-19Pages:462
Language:EnglishPublisher:Cambridge University PressISBN-13:9780521784504ISBN-10:521784506UPC:9780521784504Book Category:MathematicsBook Subcategory:Probability & StatisticsSize:9.10 x 6.83 x 1.06 inchesWeight:1.7725Product ID:SCR7DR0QYN
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.
Language:EnglishPublisher:Cambridge University PressISBN-13:9780521784504ISBN-10:521784506UPC:9780521784504Book Category:MathematicsBook Subcategory:Probability & StatisticsSize:9.10 x 6.83 x 1.06 inchesWeight:1.7725Product ID:SCR7DR0QYN
Publisher: Cambridge University Press

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