Topics In Nonlinear Time Series Analysis With Implications For Eeg Analysis PDF Download
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Author | : Andreas Galka |
Publisher | : World Scientific |
Total Pages | : 368 |
Release | : 2000 |
Genre | : Mathematics |
ISBN | : 9789810241483 |
Download Topics in Nonlinear Time Series Analysis Book in PDF, ePub and Kindle
This book provides a thorough review of a class of powerful algorithms for the numerical analysis of complex time series data which were obtained from dynamical systems. These algorithms are based on the concept of state space representations of the underlying dynamics, as introduced by nonlinear dynamics. In particular, current algorithms for state space reconstruction, correlation dimension estimation, testing for determinism and surrogate data testing are presented ? algorithms which have been playing a central role in the investigation of deterministic chaos and related phenomena since 1980. Special emphasis is given to the much-disputed issue whether these algorithms can be successfully employed for the analysis of the human electroencephalogram.
Author | : Jan G. De Gooijer |
Publisher | : Springer |
Total Pages | : 626 |
Release | : 2017-03-30 |
Genre | : Mathematics |
ISBN | : 3319432524 |
Download Elements of Nonlinear Time Series Analysis and Forecasting Book in PDF, ePub and Kindle
This book provides an overview of the current state-of-the-art of nonlinear time series analysis, richly illustrated with examples, pseudocode algorithms and real-world applications. Avoiding a “theorem-proof” format, it shows concrete applications on a variety of empirical time series. The book can be used in graduate courses in nonlinear time series and at the same time also includes interesting material for more advanced readers. Though it is largely self-contained, readers require an understanding of basic linear time series concepts, Markov chains and Monte Carlo simulation methods. The book covers time-domain and frequency-domain methods for the analysis of both univariate and multivariate (vector) time series. It makes a clear distinction between parametric models on the one hand, and semi- and nonparametric models/methods on the other. This offers the reader the option of concentrating exclusively on one of these nonlinear time series analysis methods. To make the book as user friendly as possible, major supporting concepts and specialized tables are appended at the end of every chapter. In addition, each chapter concludes with a set of key terms and concepts, as well as a summary of the main findings. Lastly, the book offers numerous theoretical and empirical exercises, with answers provided by the author in an extensive solutions manual.
Author | : |
Publisher | : Elsevier |
Total Pages | : 777 |
Release | : 2012-05-18 |
Genre | : Mathematics |
ISBN | : 0444538631 |
Download Time Series Analysis: Methods and Applications Book in PDF, ePub and Kindle
The field of statistics not only affects all areas of scientific activity, but also many other matters such as public policy. It is branching rapidly into so many different subjects that a series of handbooks is the only way of comprehensively presenting the various aspects of statistical methodology, applications, and recent developments.The Handbook of Statistics is a series of self-contained reference books. Each volume is devoted to a particular topic in statistics, with Volume 30 dealing with time series. The series is addressed to the entire community of statisticians and scientists in various disciplines who use statistical methodology in their work. At the same time, special emphasis is placed on applications-oriented techniques, with the applied statistician in mind as the primary audience. Comprehensively presents the various aspects of statistical methodology Discusses a wide variety of diverse applications and recent developments Contributors are internationally renowened experts in their respective areas
Author | : Tata Subba Rao |
Publisher | : Elsevier |
Total Pages | : 778 |
Release | : 2012-06-26 |
Genre | : Mathematics |
ISBN | : 0444538585 |
Download Time Series Analysis: Methods and Applications Book in PDF, ePub and Kindle
'Handbook of Statistics' is a series of self-contained reference books. Each volume is devoted to a particular topic in statistics, with volume 30 dealing with time series.
Author | : Sid-Ali Ouadfeul |
Publisher | : BoD – Books on Demand |
Total Pages | : 186 |
Release | : 2012-11-14 |
Genre | : Mathematics |
ISBN | : 9535107291 |
Download Fractal Analysis and Chaos in Geosciences Book in PDF, ePub and Kindle
The fractal analysis is becoming a very useful tool to process obtained data from chaotic systems in geosciences. It can be used to resolve many ambiguities in this domain. This book contains eight chapters showing the recent applications of the fractal/mutifractal analysis in geosciences. Two chapters are devoted to applications of the fractal analysis in climatology, two of them to data of cosmic and solar geomagnetic data from observatories. Four chapters of the book contain some applications of the (multi-) fractal analysis in exploration geophysics. I believe that the current book is an important source for researchers and students from universities.
Author | : Holger Kantz |
Publisher | : Cambridge University Press |
Total Pages | : 390 |
Release | : 2003-11-27 |
Genre | : Science |
ISBN | : 1139440438 |
Download Nonlinear Time Series Analysis Book in PDF, ePub and Kindle
The paradigm of deterministic chaos has influenced thinking in many fields of science. Chaotic systems show rich and surprising mathematical structures. In the applied sciences, deterministic chaos provides a striking explanation for irregular behaviour and anomalies in systems which do not seem to be inherently stochastic. The most direct link between chaos theory and the real world is the analysis of time series from real systems in terms of nonlinear dynamics. Experimental technique and data analysis have seen such dramatic progress that, by now, most fundamental properties of nonlinear dynamical systems have been observed in the laboratory. Great efforts are being made to exploit ideas from chaos theory wherever the data displays more structure than can be captured by traditional methods. Problems of this kind are typical in biology and physiology but also in geophysics, economics, and many other sciences.
Author | : Kung-sik Chan |
Publisher | : |
Total Pages | : 224 |
Release | : 1986 |
Genre | : Time-series analysis |
ISBN | : |
Download Topics in Nonlinear Time Series Analysis Book in PDF, ePub and Kindle
Author | : Holger Kantz |
Publisher | : Cambridge University Press |
Total Pages | : 390 |
Release | : 2004 |
Genre | : Mathematics |
ISBN | : 9780521529020 |
Download Nonlinear Time Series Analysis Book in PDF, ePub and Kindle
The paradigm of deterministic chaos has influenced thinking in many fields of science. Chaotic systems show rich and surprising mathematical structures. In the applied sciences, deterministic chaos provides a striking explanation for irregular behaviour and anomalies in systems which do not seem to be inherently stochastic. The most direct link between chaos theory and the real world is the analysis of time series from real systems in terms of nonlinear dynamics. Experimental technique and data analysis have seen such dramatic progress that, by now, most fundamental properties of nonlinear dynamical systems have been observed in the laboratory. Great efforts are being made to exploit ideas from chaos theory wherever the data displays more structure than can be captured by traditional methods. Problems of this kind are typical in biology and physiology but also in geophysics, economics, and many other sciences.
Author | : Jerome Engel |
Publisher | : Lippincott Williams & Wilkins |
Total Pages | : 1272 |
Release | : 2007-09-28 |
Genre | : Medical |
ISBN | : 9780781757775 |
Download Epilepsy Book in PDF, ePub and Kindle
Written and edited by world-renowned authorities, this three-volume work is, to quote a reviewer, "the definitive textbook about seizures and epilepsy". This Second Edition is thoroughly updated and gives you a complete print and multimedia package: the three-volume set plus access to an integrated content Website. More than 300 chapters cover the spectrum of biology, physiology, and clinical information, from molecular biology to public health concerns in developing countries. Included are detailed discussions of seizure types and epilepsy syndromes; relationships between physiology and clinical events; psychiatric and medical comorbidity; conditions that could be mistaken for epilepsy; and an increasing range of pharmacologic, surgical, and alternative therapies, including vagus nerve stimulation and deep brain stimulation. This edition describes many new antiepileptic drugs, major advances in surgical treatment, and state-of-the-art neuroimaging, EEG, and other technologies for diagnosis and seizure prediction. A companion Website offers instant access to the complete, fully searchable text, plus an image bank of additional figures, video footage, and annual updates to selected chapters.
Author | : Michael Small |
Publisher | : World Scientific |
Total Pages | : 262 |
Release | : 2005 |
Genre | : Mathematics |
ISBN | : 981256117X |
Download Applied Nonlinear Time Series Analysis Book in PDF, ePub and Kindle
A collection of photographs focusing on the fading traditions, heritage and culture in County Cork Ireland.