Get Asymptotic Statistics (Cambridge Series in Statistical and PDF

By A. W. van der Vaart

ISBN-10: 0521784506

ISBN-13: 9780521784504

This booklet is an advent to the sector of asymptotic records. The therapy is either functional and mathematically rigorous. as well as lots of the commonplace issues of an asymptotics direction, together with probability inference, M-estimation, the idea of asymptotic potency, U-statistics, and rank approaches, the e-book additionally provides fresh examine issues equivalent to semiparametric types, the bootstrap, and empirical methods and their purposes. the themes are geared up from the critical notion of approximation through restrict experiments, which provides the booklet considered one of its unifying issues. This involves regularly the neighborhood approximation of the classical i.i.d. arrange with gentle parameters via position experiments concerning a unmarried, regularly disbursed remark. therefore, even the normal matters of asymptotic information are provided in a singular approach. appropriate as a graduate or Master's point records textual content, this e-book also will provide researchers an outline of study in asymptotic statistics.

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Asymptotic Statistics (Cambridge Series in Statistical and Probabilistic Mathematics) by A. W. van der Vaart

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