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Titlebook: Analysis of Variations for Self-similar Processes; A Stochastic Calculu Ciprian Tudor Book 2013 Springer International Publishing Switzerla

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發(fā)表于 2025-3-21 18:45:41 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
期刊全稱Analysis of Variations for Self-similar Processes
期刊簡(jiǎn)稱A Stochastic Calculu
影響因子2023Ciprian Tudor
視頻videohttp://file.papertrans.cn/157/156463/156463.mp4
發(fā)行地址Introduces new concepts.Surveys modern techniques and new results on limit theorems and stochastic calculus.Useful to probabilists and statisticians?.Includes supplementary material:
學(xué)科分類Probability and Its Applications
圖書封面Titlebook: Analysis of Variations for Self-similar Processes; A Stochastic Calculu Ciprian Tudor Book 2013 Springer International Publishing Switzerla
影響因子.Self-similar processes are stochastic processes that are invariant in distribution under suitable time scaling, and are a subject intensively studied in the last few decades. This book presents the basic properties of these processes and focuses on the study of their variation using stochastic analysis. While self-similar processes, and especially fractional Brownian motion, have been discussed in several books, some new classes have recently emerged in the scientific literature. ?Some of them are extensions of fractional Brownian motion (bifractional Brownian motion, subtractional Brownian motion, Hermite processes), while others are solutions to the partial differential equations driven by fractional noises. .In this monograph the author discusses the basic properties of these new classes of ?self-similar processes and their interrelationship. At the same time a new approach (based on stochastic calculus, especially Malliavin calculus) to studying the behavior of the variations of self-similar processes has been developed over the last decade. This work surveys these recent techniques and findings on limit theorems and Malliavin calculus. ?.
Pindex Book 2013
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發(fā)表于 2025-3-21 21:24:01 | 只看該作者
Solutions to the Linear Stochastic Heat and Wave Equations. In this chapter we analyze these classes of self-similar processes. We focus on the solution to the linear heat and wave equation driven by a Gaussian noise which behaves as a Brownian motion or fractional Brownian motion with respect to the time variable and is white or colored with respect to t
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Non-Gaussian Self-similar Processesar as limits in the so called Non-Central Limit Theorem. This class includes the fractional Brownian motion but all the other processes in the class of Hermite processes are non-Gaussian. Another interesting example in this class is the Rosenblatt process, which is discussed is details, together wit
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978-3-319-03368-6Springer International Publishing Switzerland 2013
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Non-Gaussian Self-similar Processesar as limits in the so called Non-Central Limit Theorem. This class includes the fractional Brownian motion but all the other processes in the class of Hermite processes are non-Gaussian. Another interesting example in this class is the Rosenblatt process, which is discussed is details, together with its variants, in this part of the monograph.
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