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Stochastic Analysis of Scaling Time Series: From Turbulence Theory to Applications
François G. Schmitt
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Description for Stochastic Analysis of Scaling Time Series: From Turbulence Theory to Applications
hardcover. Provides a thorough understanding of the techniques used to retrieve multi-scale information from turbulent and complex systems, with case studies. Num Pages: 224 pages, 148 b/w illus. BIC Classification: PBWL; RBKC. Category: (P) Professional & Vocational. Dimension: 247 x 174. .
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 ... Read more
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 ... Read more
Product Details
Format
Hardback
Publication date
2016
Publisher
Cambridge University Press United Kingdom
Number of pages
224
Condition
New
Number of Pages
226
Place of Publication
Cambridge, United Kingdom
ISBN
9781107067615
SKU
V9781107067615
Shipping Time
Usually ships in 7 to 11 working days
Ref
99-18
About François G. Schmitt
François G. Schmitt is Research Professor in the Laboratory of Oceanography and Geosciences at the Centre National de la Recherche Scientifique (CNRS), France. His research interests include turbulence and nonlinear variability in geophysics, marine turbulence, and multifractal analysis and modelling. Yongxiang Huang is Associate Professor in the State Key Laboratory of Marine Environmental Science at Xiamen University, China. He was ... Read more
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