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Book
A wavelet tour of signal processing : the Sparse way
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ISBN: 9780123743701 0123743702 9786611982164 1281982164 0080922023 9780080922027 6611982167 9781281982162 Year: 2009 Publisher: Amsterdam ; Boston : Elsevier /Academic Press,

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Abstract

Mallat's book is the undisputed reference in this field - it is the only one that covers the essential material in such breadth and depth. - Laurent Demanet, Stanford UniversityThe new edition of this classic book gives all the major concepts, techniques and applications of sparse representation, reflecting the key role the subject plays in today's signal processing. The book clearly presents the standard representations with Fourier, wavelet and time-frequency transforms, and the construction of orthogonal bases with fast algorithms. The central concept of sparsity is explaine

Applied nonlinear time series analysis : applications in physics, physiology and finance
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ISBN: 981256117X 9786611372521 1281372528 9812567771 9789812567772 9789812561176 Year: 2005 Volume: 52 Publisher: New Jersey ; London : World Scientific,

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Nonlinear time series methods have developed rapidly over a quarter of a century and have reached an advanced state of maturity during the last decade. Implementations of these methods for experimental data are now widely accepted and fairly routine; however, genuinely useful applications remain rare. This book focuses on the practice of applying these methods to solve real problems.To illustrate the usefulness of these methods, a wide variety of physical and physiological systems are considered. The technical tools utilized in this book fall into three distinct, but interconnected areas:

Financial econometrics : problems, models, and methods
Authors: ---
ISBN: 0415224543 0415224551 1134591128 128017725X 0203990730 113459111X 9780203990735 9780415224543 9780415224550 9781134591121 9781134591077 9781134591114 Year: 2001 Publisher: Princeton, N.J. : Princeton University Press,

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This book which provides an overview of contemporary topics related to the modelling of financial time series, is set against a backdrop of rapid expansions of interest in both the models themselves and the financial problems to which they are applied. This excellent textbook covers all the major developments in the area in recent years in an informative as well as succinct way. Refreshingly, every chapter has a section of two or more examples and a section of empirical literature, offering the reader the opportunity to practice the kind of research going on in the area. This approach helps the reader develop interest, confidence and momentum in learning contemporary econometric topics.

Wavelets Made Easy
Author:
ISBN: 9780817640613 0817640614 3764340614 9783764340612 9781461460053 1461460050 1461268230 1461205735 1461460069 Year: 2013 Publisher: New York, NY : Springer New York : Imprint: Birkhäuser,

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Abstract

Originally published in 1999, Wavelets Made Easy offers a lucid and concise explanation of mathematical wavelets.  Written at the level of a first course in calculus and linear algebra, its accessible presentation is designed for undergraduates in a variety of disciplines—computer science, engineering, mathematics, mathematical sciences—as well as for practicing professionals in these areas.    The present softcover reprint retains the corrections from the second printing (2001) and makes this unique text available to a wider audience. The first chapter starts with a description of the key features and applications of wavelets, focusing on Haar's wavelets but using only high school mathematics. The next two chapters introduce one-, two-, and three-dimensional wavelets, with only the occasional use of matrix algebra.   The second part of this book provides the foundations of least-squares approximation, the discrete Fourier transform, and Fourier series. The third part explains the Fourier transform and then demonstrates how to apply basic Fourier analysis to designing and analyzing mathematical wavelets. Particular attention is paid to Daubechies wavelets.   Numerous exercises, a bibliography, and a comprehensive index combine to make this book an excellent text for the classroom as well as a valuable resource for self-study.

Keywords

Wavelets (Mathematics) --- 519.6 --- 519.65 --- 519.65 Approximation. Interpolation --- Approximation. Interpolation --- 519.6 Computational mathematics. Numerical analysis. Computer programming --- Computational mathematics. Numerical analysis. Computer programming --- Wavelet analysis --- Harmonic analysis --- Wavelets (Mathematics). --- Civil & Environmental Engineering --- Operations Research --- Applied Mathematics --- 517.518.8 --- 517.518.8 Approximation of functions by polynomials and their generalizations --- Approximation of functions by polynomials and their generalizations --- Ondelettes --- Mathematics. --- Harmonic analysis. --- Fourier analysis. --- Applied mathematics. --- Engineering mathematics. --- Computer mathematics. --- Electrical engineering. --- Abstract Harmonic Analysis. --- Fourier Analysis. --- Electrical Engineering. --- Applications of Mathematics. --- Computational Mathematics and Numerical Analysis. --- Algebra --- Harmonic analysis. Fourier analysis --- Analysis (Mathematics) --- Functions, Potential --- Potential functions --- Banach algebras --- Calculus --- Mathematical analysis --- Mathematics --- Bessel functions --- Fourier series --- Harmonic functions --- Time-series analysis --- Computer engineering. --- Computer science --- Computer mathematics --- Discrete mathematics --- Electronic data processing --- Math --- Science --- Computers --- Analysis, Fourier --- Design and construction --- Ondelettes. --- Engineering --- Engineering analysis --- Electric engineering --- Functional analysis. --- Functional Analysis. --- Functional calculus --- Calculus of variations --- Functional equations --- Integral equations

A course of modern analysis : an introduction to the general theory of infinite processes and of analytic functions, with an account of the principal transcendental functions
Authors: ---
ISBN: 0521588073 1107263867 1316087476 110726684X 110726328X 110726992X 0511608756 9781107266841 9780511608759 9780521588072 0521067944 9780521067942 0521091896 9780521091893 Year: 1996 Publisher: Cambridge : Cambridge University Press,

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This classic text is known to and used by thousands of mathematicians and students of mathematics throughout the world. It gives an introduction to the general theory of infinite processes and of analytic functions together with an account of the principal transcendental functions.

The spectral analysis of time series
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ISBN: 1281749389 9786611749385 0080541569 9780080541563 0124192513 9780124192515 9780124192515 Year: 1995 Volume: 22 Publisher: San Diego

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To tailor time series models to a particular physical problem and to follow the working of various techniques for processing and analyzing data, one must understand the basic theory of spectral (frequency domain) analysis of time series. This classic book provides an introduction to the techniques and theories of spectral analysis of time series. In a discursive style, and with minimal dependence on mathematics, the book presents the geometric structure of spectral analysis. This approach makes possible useful, intuitive interpretations of important time series parameters and provides a unifi

Deconvolution of geophysical time series in the exploration for oil and natural gas
Authors: ---
ISBN: 044441679X 9786611772512 1281772518 0080868649 9780444416797 9780080868646 Year: 1979 Volume: 10 Publisher: Amsterdam New York New York Elsevier Scientific Pub. Co. Distributors for the U.S. and Canada, Elsevier North-Holland


Book
Permutation complexity in dynamical systems : ordinal patterns, permutation entropy and all that
Author:
ISBN: 3642040985 3642040837 1282834533 3642040845 9786612834530 9783642040849 9783642040832 Year: 2010 Publisher: Berlin ; London : Springer,

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The study of permutation complexity can be envisioned as a new kind of symbolic dynamics whose basic blocks are ordinal patterns, that is, permutations defined by the order relations among points in the orbits of dynamical systems. Since its inception in 2002 the concept of permutation entropy has sparked a new branch of research in particular regarding the time series analysis of dynamical systems that capitalizes on the order structure of the state space. Indeed, on one hand ordinal patterns and periodic points are closely related, yet ordinal patterns are amenable to numerical methods, while periodicity is not. Another interesting feature is that since it can be shown that random (unconstrained) dynamics has no forbidden patterns with probability one, their existence can be used as a fingerprint to identify any deterministic origin of orbit generation. This book is primarily addressed to researchers working in the field of nonlinear dynamics and complex systems, yet will also be suitable for graduate students interested in these subjects. The presentation is a compromise between mathematical rigor and pedagogical approach. Accordingly, some of the more mathematical background needed for more in depth understanding has been shifted into the appendices.

An introduction to nonharmonic Fourier series
Author:
ISBN: 0127729550 9781429483513 1429483512 9780080495743 0080495745 1281012262 9786611012267 9780127729558 Year: 2001 Publisher: San Diego : Academic Press,

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An Introduction to Non-Harmonic Fourier Series, Revised Edition is an update of a widely known and highly respected classic textbook.Throughout the book, material has also been added on recent developments, including stability theory, the frame radius, and applications to signal analysis and the control of partial differential equations.

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