Asymptotic Statistics (Cambridge Series in Statistical and - download pdf or read online

By A. W. van der Vaart

This e-book is an advent to the sphere of asymptotic records. The therapy is either functional and mathematically rigorous. as well as many of the normal themes of an asymptotics path, together with probability inference, M-estimation, the speculation of asymptotic potency, U-statistics, and rank methods, the booklet additionally provides contemporary examine subject matters comparable to semiparametric types, the bootstrap, and empirical tactics and their purposes. the themes are equipped from the relevant concept of approximation by means of restrict experiments, which provides the ebook one in all its unifying subject matters. This includes often the neighborhood approximation of the classical i.i.d. organize with tender parameters through place experiments regarding a unmarried, ordinarily dispensed remark. therefore, even the normal matters of asymptotic statistics are provided in a unique means. compatible as a graduate or Master's point data textual content, this e-book also will supply researchers an summary of analysis 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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