Stochastic Analysis of Scaling Time Series

From Turbulence Theory to Applications

Nonfiction, Science & Nature, Science, Earth Sciences, Nature
Cover of the book Stochastic Analysis of Scaling Time Series by François G. Schmitt, Yongxiang Huang, Cambridge University Press
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: François G. Schmitt, Yongxiang Huang ISBN: 9781316461334
Publisher: Cambridge University Press Publication: January 7, 2016
Imprint: Cambridge University Press Language: English
Author: François G. Schmitt, Yongxiang Huang
ISBN: 9781316461334
Publisher: Cambridge University Press
Publication: January 7, 2016
Imprint: Cambridge University Press
Language: English

Multi-scale systems, involving complex interacting processes that occur over a range of temporal and spatial scales, are present in a broad range of disciplines. Several methodologies exist to retrieve this multi-scale information from a given time series; however, each method has its own limitations. This book presents the mathematical theory behind the stochastic analysis of scaling time series, including a general historical introduction to the problem of intermittency in turbulence, as well as how to implement this analysis for a range of different applications. Covering a variety of statistical methods, such as Fourier analysis and wavelet transforms, it provides readers with a thorough understanding of the techniques and when to apply them. New techniques to analyse stochastic processes, including empirical mode decomposition, are also explored. Case studies, in turbulence and ocean sciences, are used to demonstrate how these statistical methods can be applied in practice, for students and researchers.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Multi-scale systems, involving complex interacting processes that occur over a range of temporal and spatial scales, are present in a broad range of disciplines. Several methodologies exist to retrieve this multi-scale information from a given time series; however, each method has its own limitations. This book presents the mathematical theory behind the stochastic analysis of scaling time series, including a general historical introduction to the problem of intermittency in turbulence, as well as how to implement this analysis for a range of different applications. Covering a variety of statistical methods, such as Fourier analysis and wavelet transforms, it provides readers with a thorough understanding of the techniques and when to apply them. New techniques to analyse stochastic processes, including empirical mode decomposition, are also explored. Case studies, in turbulence and ocean sciences, are used to demonstrate how these statistical methods can be applied in practice, for students and researchers.

More books from Cambridge University Press

Cover of the book Analysis of Variance Designs by François G. Schmitt, Yongxiang Huang
Cover of the book Polynomials and the mod 2 Steenrod Algebra: Volume 2, Representations of GL (n,F2) by François G. Schmitt, Yongxiang Huang
Cover of the book Writing in Real Time by François G. Schmitt, Yongxiang Huang
Cover of the book British Literature in Transition, 1920–1940: Futility and Anarchy by François G. Schmitt, Yongxiang Huang
Cover of the book Cities in Motion by François G. Schmitt, Yongxiang Huang
Cover of the book Caribbean Revolutions by François G. Schmitt, Yongxiang Huang
Cover of the book Central Cambridge by François G. Schmitt, Yongxiang Huang
Cover of the book Complications of Neuroendovascular Procedures and Bailout Techniques by François G. Schmitt, Yongxiang Huang
Cover of the book Sustainability in the Global City by François G. Schmitt, Yongxiang Huang
Cover of the book The Theory of Environmental Policy by François G. Schmitt, Yongxiang Huang
Cover of the book Trade, Investment, Innovation and their Impact on Access to Medicines by François G. Schmitt, Yongxiang Huang
Cover of the book The Climate of Rebellion in the Early Modern Ottoman Empire by François G. Schmitt, Yongxiang Huang
Cover of the book The Cambridge Companion to Human Rights and Literature by François G. Schmitt, Yongxiang Huang
Cover of the book Milton, Toleration, and Nationhood by François G. Schmitt, Yongxiang Huang
Cover of the book Case Studies in Pain Management by François G. Schmitt, Yongxiang Huang
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy