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 Revealed Preference Theory by François G. Schmitt, Yongxiang Huang
Cover of the book Parasite Diversity and Diversification by François G. Schmitt, Yongxiang Huang
Cover of the book English Words and Sentences by François G. Schmitt, Yongxiang Huang
Cover of the book Tocqueville and the Frontiers of Democracy by François G. Schmitt, Yongxiang Huang
Cover of the book Owning Development by François G. Schmitt, Yongxiang Huang
Cover of the book C. S. Lewis on Politics and the Natural Law by François G. Schmitt, Yongxiang Huang
Cover of the book British Art and the First World War, 1914–1924 by François G. Schmitt, Yongxiang Huang
Cover of the book Computational Fluid Dynamics for Engineers by François G. Schmitt, Yongxiang Huang
Cover of the book Social Computing and the Law by François G. Schmitt, Yongxiang Huang
Cover of the book Global Governance and Local Peace by François G. Schmitt, Yongxiang Huang
Cover of the book The Cambridge Companion to Nelson Mandela by François G. Schmitt, Yongxiang Huang
Cover of the book Sites of Memory, Sites of Mourning by François G. Schmitt, Yongxiang Huang
Cover of the book The Psychology of Organizational Change by François G. Schmitt, Yongxiang Huang
Cover of the book Nations and Firms in the Global Economy by François G. Schmitt, Yongxiang Huang
Cover of the book The Affordable Care Act and Medicare in Comparative Context 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