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Author : Pierre Bremaud
Publisher :
ISBN 13 : 9780387984216
Total Pages : 240 pages
Book Rating : 4.9/5 (842 download)
Download or read book Fourier Analysis of Stochastic Processes written by Pierre Bremaud and published by . This book was released on 2003-10 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Pierre Brémaud
Publisher : Springer
ISBN 13 : 3319095900
Total Pages : 396 pages
Book Rating : 4.3/5 (19 download)
Download or read book Fourier Analysis and Stochastic Processes written by Pierre Brémaud and published by Springer. This book was released on 2014-09-16 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work is unique as it provides a uniform treatment of the Fourier theories of functions (Fourier transforms and series, z-transforms), finite measures (characteristic functions, convergence in distribution), and stochastic processes (including arma series and point processes). It emphasises the links between these three themes. The chapter on the Fourier theory of point processes and signals structured by point processes is a novel addition to the literature on Fourier analysis of stochastic processes. It also connects the theory with recent lines of research such as biological spike signals and ultrawide-band communications. Although the treatment is mathematically rigorous, the convivial style makes the book accessible to a large audience. In particular, it will be interesting to anyone working in electrical engineering and communications, biology (point process signals) and econometrics (arma models). Each chapter has an exercise section, which makes Fourier Analysis and Stochastic Processes suitable for a graduate course in applied mathematics, as well as for self-study.
Author : Tatsuo Kawata
Publisher :
ISBN 13 :
Total Pages : 440 pages
Book Rating : 4.:/5 (318 download)
Download or read book Fourier Analysis of Stochastic Processes written by Tatsuo Kawata and published by . This book was released on 1983 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :
Publisher :
ISBN 13 :
Total Pages : 400 pages
Book Rating : 4.:/5 (673 download)
Download or read book Fourier Analysis of Stochastic Processes written by and published by . This book was released on 1983 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Berta Scharrer
Publisher :
ISBN 13 : 9780387571881
Total Pages : 174 pages
Book Rating : 4.5/5 (718 download)
Download or read book Neuropeptides and Immunoregulation written by Berta Scharrer and published by . This book was released on 1994 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Georg Lindgren
Publisher : CRC Press
ISBN 13 : 1466586184
Total Pages : 326 pages
Book Rating : 4.4/5 (665 download)
Download or read book Stationary Stochastic Processes for Scientists and Engineers written by Georg Lindgren and published by CRC Press. This book was released on 2013-10-11 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stochastic processes are indispensable tools for development and research in signal and image processing, automatic control, oceanography, structural reliability, environmetrics, climatology, econometrics, and many other areas of science and engineering. Suitable for a one-semester course, Stationary Stochastic Processes for Scientists and Engineers teaches students how to use these processes efficiently. Carefully balancing mathematical rigor and ease of exposition, the book provides students with a sufficient understanding of the theory and a practical appreciation of how it is used in real-life situations. Special emphasis is on the interpretation of various statistical models and concepts as well as the types of questions statistical analysis can answer. The text first introduces numerous examples from signal processing, economics, and general natural sciences and technology. It then covers the estimation of mean value and covariance functions, properties of stationary Poisson processes, Fourier analysis of the covariance function (spectral analysis), and the Gaussian distribution. The book also focuses on input-output relations in linear filters, describes discrete-time auto-regressive and moving average processes, and explains how to solve linear stochastic differential equations. It concludes with frequency analysis and estimation of spectral densities. With a focus on model building and interpreting the statistical concepts, this classroom-tested book conveys a broad understanding of the mechanisms that generate stationary stochastic processes. By combining theory and applications, the text gives students a well-rounded introduction to these processes. To enable hands-on practice, MATLAB® code is available online.
Author : Robert B. Ash
Publisher : Academic Press
ISBN 13 : 1483191435
Total Pages : 332 pages
Book Rating : 4.4/5 (831 download)
Download or read book Topics in Stochastic Processes written by Robert B. Ash and published by Academic Press. This book was released on 2014-06-20 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: Topics in Stochastic Processes covers specific processes that have a definite physical interpretation and that explicit numerical results can be obtained. This book contains five chapters and begins with the L2 stochastic processes and the concept of prediction theory. The next chapter discusses the principles of ergodic theorem to real analysis, Markov chains, and information theory. Another chapter deals with the sample function behavior of continuous parameter processes. This chapter also explores the general properties of Martingales and Markov processes, as well as the one-dimensional Brownian motion. The aim of this chapter is to illustrate those concepts and constructions that are basic in any discussion of continuous parameter processes, and to provide insights to more advanced material on Markov processes and potential theory. The final chapter demonstrates the use of theory of continuous parameter processes to develop the Itô stochastic integral. This chapter also provides the solution of stochastic differential equations. This book will be of great value to mathematicians, engineers, and physicists.
Author : Jozef Johannes Hubertus Brouwers
Publisher : Erik van Kemenade
ISBN 13 : 9038629389
Total Pages : 170 pages
Book Rating : 4.0/5 (386 download)
Download or read book Stochastic Processes in Mechanical Engineering written by Jozef Johannes Hubertus Brouwers and published by Erik van Kemenade. This book was released on 2006 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : J.S. Byrnes
Publisher : Springer Science & Business Media
ISBN 13 : 9401127913
Total Pages : 688 pages
Book Rating : 4.4/5 (11 download)
Download or read book Probabilistic and Stochastic Methods in Analysis, with Applications written by J.S. Byrnes and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 688 pages. Available in PDF, EPUB and Kindle. Book excerpt: Probability has been an important part of mathematics for more than three centuries. Moreover, its importance has grown in recent decades, since the computing power now widely available has allowed probabilistic and stochastic techniques to attack problems such as speech and image processing, geophysical exploration, radar, sonar, etc. -- all of which are covered here. The book contains three exceptionally clear expositions on wavelets, frames and their applications. A further extremely active current research area, well covered here, is the relation between probability and partial differential equations, including probabilistic representations of solutions to elliptic and parabolic PDEs. New approaches, such as the PDE method for large deviation problems, and stochastic optimal control and filtering theory, are beginning to yield their secrets. Another topic dealt with is the application of probabilistic techniques to mathematical analysis. Finally, there are clear explanations of normal numbers and dynamic systems, and the influence of probability on our daily lives.
Author : Saloman Bochner
Publisher : Univ of California Press
ISBN 13 : 0520372530
Total Pages : 184 pages
Book Rating : 4.5/5 (23 download)
Download or read book Harmonic Analysis and the Theory of Probability written by Saloman Bochner and published by Univ of California Press. This book was released on 2022-08-19 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: This title is part of UC Press's Voices Revived program, which commemorates University of California Press’s mission to seek out and cultivate the brightest minds and give them voice, reach, and impact. Drawing on a backlist dating to 1893, Voices Revived makes high-quality, peer-reviewed scholarship accessible once again using print-on-demand technology. This title was originally published in 1955.
Author : Robert J Marks II
Publisher : Oxford University Press
ISBN 13 : 0198044305
Total Pages : 799 pages
Book Rating : 4.1/5 (98 download)
Download or read book Handbook of Fourier Analysis & Its Applications written by Robert J Marks II and published by Oxford University Press. This book was released on 2009-01-08 with total page 799 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fourier analysis has many scientific applications - in physics, number theory, combinatorics, signal processing, probability theory, statistics, option pricing, cryptography, acoustics, oceanography, optics and diffraction, geometry, and other areas. In signal processing and related fields, Fourier analysis is typically thought of as decomposing a signal into its component frequencies and their amplitudes. This practical, applications-based professional handbook comprehensively covers the theory and applications of Fourier Analysis, spanning topics from engineering mathematics, signal processing and related multidimensional transform theory, and quantum physics to elementary deterministic finance and even the foundations of western music theory. As a definitive text on Fourier Analysis, Handbook of Fourier Analysis and Its Applications is meant to replace several less comprehensive volumes on the subject, such as Processing of Multifimensional Signals by Alexandre Smirnov, Modern Sampling Theory by John J. Benedetto and Paulo J.S.G. Ferreira, Vector Space Projections by Henry Stark and Yongyi Yang and Fourier Analysis and Imaging by Ronald N. Bracewell. In addition to being primarily used as a professional handbook, it includes sample problems and their solutions at the end of each section and thus serves as a textbook for advanced undergraduate students and beginning graduate students in courses such as: Multidimensional Signals and Systems, Signal Analysis, Introduction to Shannon Sampling and Interpolation Theory, Random Variables and Stochastic Processes, and Signals and Linear Systems.
Author : Gui-Qiang Chen
Publisher : American Mathematical Soc.
ISBN 13 : 0821840592
Total Pages : 290 pages
Book Rating : 4.8/5 (218 download)
Download or read book Stochastic Analysis and Partial Differential Equations written by Gui-Qiang Chen and published by American Mathematical Soc.. This book was released on 2007 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of original research papers and expository articles from the scientific program of the 2004-05 Emphasis Year on Stochastic Analysis and Partial Differential Equations at Northwestern University. Many well-known mathematicians attended the events and submitted their contributions for this volume. Topics from stochastic analysis discussed in this volume include stochastic analysis of turbulence, Markov processes, microscopic lattice dynamics, microscopic interacting particle systems, and stochastic analysis on manifolds. Topics from partial differential equations include kinetic equations, hyperbolic conservation laws, Navier-Stokes equations, and Hamilton-Jacobi equations. A variety of methods, such as numerical analysis, homogenization, measure-theoretical analysis, entropy analysis, weak convergence analysis, Fourier analysis, and Ito's calculus, are further developed and applied. All these topics are naturally interrelated and represent a cross-section of the most significant recent advances and current trends and directions in stochastic analysis and partial differential equations. This volume is suitable for researchers and graduate students interested in stochastic analysis, partial differential equations, and related analysis and applications.
Author : Athanasios Papoulis
Publisher : McGraw-Hill Science, Engineering & Mathematics
ISBN 13 :
Total Pages : 696 pages
Book Rating : 4.:/5 (318 download)
Download or read book Probability, Random Variables, and Stochastic Processes written by Athanasios Papoulis and published by McGraw-Hill Science, Engineering & Mathematics. This book was released on 1991 with total page 696 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Third Edition emphasizes a concentrated revision of Parts II & III (leaving Part I virtually intact). The later sections show greater elaboration of the basic concepts of stochastic processes, typical sequences of random variables, and a greater emphasis on realistic methods of spectral estimation and analysis. There are problems, exercises, and applications throughout. Aimed at senior/graduate students in electrical engineering, math, and physics departments.
Author : Toru Maruyama
Publisher : Springer
ISBN 13 : 9811327300
Total Pages : 410 pages
Book Rating : 4.8/5 (113 download)
Download or read book Fourier Analysis of Economic Phenomena written by Toru Maruyama and published by Springer. This book was released on 2019-07-03 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first monograph that discusses in detail the interactions between Fourier analysis and dynamic economic theories, in particular, business cycles.Many economic theories have analyzed cyclical behaviors of economic variables. In this book, the focus is on a couple of trials: (1) the Kaldor theory and (2) the Slutsky effect. The Kaldor theory tries to explain business fluctuations in terms of nonlinear, 2nd-order ordinary differential equations (ODEs). In order to explain periodic behaviors of a solution, the Hopf-bifurcation theorem frequently plays a key role. Slutsky's idea is to look at the periodic movement as an overlapping effect of random shocks. The Slutsky process is a weakly stationary process, the periodic (or almost periodic) behavior of which can be analyzed by the Bochner theorem. The goal of this book is to give a comprehensive and rigorous justification of these ideas. Therefore, the aim is first to give a complete theory that supports the Hopf theorem and to prove the existence of periodic solutions of ODEs; and second to explain the mathematical structure of the Bochner theorem and its relation to periodic (or almost periodic) behaviors of weakly stationary processes.Although these two targets are the principal ones, a large number of results from Fourier analysis must be prepared in order to reach these goals. The basic concepts and results from classical as well as generalized Fourier analysis are provided in a systematic way.Prospective readers are assumed to have sufficient knowledge of real, complex analysis. However, necessary economic concepts are explained in the text, making this book accessible even to readers without a background in economics.
Author : Peter Guttorp
Publisher : Springer Science & Business Media
ISBN 13 : 1461413443
Total Pages : 663 pages
Book Rating : 4.4/5 (614 download)
Download or read book Selected Works of David Brillinger written by Peter Guttorp and published by Springer Science & Business Media. This book was released on 2013-04-10 with total page 663 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains 30 of David Brillinger's most influential papers. He is an eminent statistical scientist, having published broadly in time series and point process analysis, seismology, neurophysiology, and population biology. Each of these areas are well represented in the book. The volume has been divided into four parts, each with comments by one of Dr. Brillinger's former PhD students. His more theoretical papers have comments by Victor Panaretos from Switzerland. The area of time series has commentary by Pedro Morettin from Brazil. The biologically oriented papers are commented by Tore Schweder from Norway and Haiganoush Preisler from USA, while the point process papers have comments by Peter Guttorp from USA. In addition, the volume contains a Statistical Science interview with Dr. Brillinger, and his bibliography.
Author : Alexandre J Chorin
Publisher : Springer Science & Business Media
ISBN 13 : 9780387280806
Total Pages : 164 pages
Book Rating : 4.2/5 (88 download)
Download or read book Stochastic Tools in Mathematics and Science written by Alexandre J Chorin and published by Springer Science & Business Media. This book was released on 2005-11-29 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: This introduction to probability-based modeling covers basic stochastic tools used in physics, chemistry, engineering and the life sciences. Topics covered include conditional expectations, stochastic processes, Langevin equations, and Markov chain Monte Carlo algorithms. The applications include data assimilation, prediction from partial data, spectral analysis and turbulence. A special feature is the systematic analysis of memory effects.
Author : Michel Talagrand
Publisher : Springer Science & Business Media
ISBN 13 : 3642540759
Total Pages : 630 pages
Book Rating : 4.6/5 (425 download)
Download or read book Upper and Lower Bounds for Stochastic Processes written by Michel Talagrand and published by Springer Science & Business Media. This book was released on 2014-02-12 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book develops modern methods and in particular the "generic chaining" to bound stochastic processes. This methods allows in particular to get optimal bounds for Gaussian and Bernoulli processes. Applications are given to stable processes, infinitely divisible processes, matching theorems, the convergence of random Fourier series, of orthogonal series, and to functional analysis. The complete solution of a number of classical problems is given in complete detail, and an ambitious program for future research is laid out.
