A First Course in Statistics for Signal Analysis - Wojbor A. Woyczy¿Ski
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Présentation A First Course In Statistics For Signal Analysis de Wojbor A. Woyczy¿Ski Format Broché
- Livre Littérature Générale
Résumé :
This essentially self-contained, deliberately compact, and user-friendly textbook is designed for a first, one-semester course in statistical signal analysis for a broad audience of students in engineering and the physical sciences. The emphasis throughout is on fundamental concepts and relationships in the statistical theory of stationary random signals, explained in a concise, yet fairly rigorous presentation. Topics and Features: ? Fourier series and transforms-fundamentally important in random signal analysis and processing-are developed from scratch, emphasizing the time-domain vs. frequency-domain duality...
Biographie:
Wojbor A. Woyczy?ski is a Professor in the Department of Statistics and the Director of the Center for Stochastic and Chaotic Processes in Science and Technology at Case Western Reserve University. His research interests include probability theory, L?vy stochastic processes, random fields and their statistics, nonlinear, stochastic and fractional evolution equations, harmonic and functional analysis, random graphs, statistical physics and hydrodynamics, chaotic dynamics, applications to chemistry, physics, operations research, financial mathematics, medicine, oceanography, and atmospheric physics. ...
Sommaire:
? Basic concepts of probability theory, laws of large numbers, the central limit theorem, and statistical parametric inference procedures are presented so that no prior knowledge of probability and statistics is required...
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