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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
Spectral theory (Mathematics) --- Time-series analysis. --- Analysis of time series --- Autocorrelation (Statistics) --- Harmonic analysis --- Mathematical statistics --- Probabilities --- Functional analysis --- Hilbert space --- Measure theory --- Transformations (Mathematics) --- Time-series analysis --- 519.55 --- 519.2 --- 519.2 Probability. Mathematical statistics --- Probability. Mathematical statistics --- Spectral theory (Mathematics).
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The aim of this book is to serve as a graduate text and reference in time series analysis and signal processing, two closely related subjects that are the concern of a wide range of disciplines, such as statistics, electrical engineering, mechanical engineering and physics.The book provides a CD-ROM containing codes in PASCAL and C for the computer procedures printed in the book. It also furnishes a complete program devoted to the statistical analysis of time series, which will be attractive to a wide range of academics working in diverse mathematical disciplines.
Time-series analysis. --- Signal processing. --- Dynamics. --- Dynamical systems --- Kinetics --- Processing, Signal --- Analysis of time series --- Mathematics --- Mechanics, Analytic --- Force and energy --- Mechanics --- Physics --- Statics --- Information measurement --- Signal theory (Telecommunication) --- Autocorrelation (Statistics) --- Harmonic analysis --- Mathematical statistics --- Probabilities --- Dynamics --- Signal processing --- Time-series analysis --- 519.55 --- 330.115 --- 519.2 --- Econometrie --- 519.2 Probability. Mathematical statistics --- Probability. Mathematical statistics --- 330.115 Econometrie --- Série chronologique --- Traitement du signal --- Dynamique --- ELSEVIER-B EPUB-LIV-FT
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