书目名称 | Multiple Wiener-Itô Integrals |
副标题 | With Applications to |
编辑 | Péter Major |
视频video | |
概述 | Includes supplementary material: |
丛书名称 | Lecture Notes in Mathematics |
图书封面 |  |
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 |
doi | https://doi.org/10.1007/978-3-319-02642-8 |
isbn_softcover | 978-3-319-02641-1 |
isbn_ebook | 978-3-319-02642-8Series ISSN 0075-8434 Series E-ISSN 1617-9692 |
issn_series | 0075-8434 |
copyright | Springer International Publishing Switzerland 2014 |