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Titlebook: Multiple Wiener-Itô Integrals; With Applications to Péter Major Book 2014Latest edition Springer International Publishing Switzerland 2014

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书目名称Multiple Wiener-Itô Integrals
副标题With Applications to
编辑Péter Major
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概述Includes supplementary material:
丛书名称Lecture Notes in Mathematics
图书封面Titlebook: Multiple Wiener-Itô Integrals; With Applications to Péter Major Book 2014Latest edition Springer International Publishing Switzerland 2014
描述.The goal of this Lecture Note is to prove a new type of limit theorems for normalized sums of strongly dependent random variables that play an important role in probability theory or in statistical physics. Here non-linear functionals of stationary Gaussian fields are considered, and it is shown that the theory of Wiener–Itô integrals provides a valuable tool in their study. More precisely, a version of these random integrals is introduced that enables us to combine the technique of random integrals and Fourier analysis. The most important results of this theory are presented together with some non-trivial limit theorems proved with their help..This work is a new, revised version of a previous volume written with the goal of giving a better explanation of some of the details and the motivation behind the proofs. It does not contain essentially new results; it was written to give a better insight to the old ones. In particular, a more detailed explanation of generalized fields is included to show that what is at the first sight a rather formal object is actually a useful tool for carrying out heuristic arguments..
出版日期Book 2014Latest edition
关键词60G18,60H05,60F99,60G10,60G15,60G60; Wiener chaos; Wiener–Itô integrals; diagram formula; large-scale li
版次2
doihttps://doi.org/10.1007/978-3-319-02642-8
isbn_softcover978-3-319-02641-1
isbn_ebook978-3-319-02642-8Series ISSN 0075-8434 Series E-ISSN 1617-9692
issn_series 0075-8434
copyrightSpringer International Publishing Switzerland 2014
The information of publication is updating

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Péter MajorIncludes supplementary material:
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Book 2014Latest editionant role in probability theory or in statistical physics. Here non-linear functionals of stationary Gaussian fields are considered, and it is shown that the theory of Wiener–Itô integrals provides a valuable tool in their study. More precisely, a version of these random integrals is introduced that
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0075-8434 endent random variables that play an important role in probability theory or in statistical physics. Here non-linear functionals of stationary Gaussian fields are considered, and it is shown that the theory of Wiener–Itô integrals provides a valuable tool in their study. More precisely, a version of
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