This is an exploration of physical modelling and experimental issues that considers identification of structured models such as continuous-time linear systems, multidimensional systems and nonlinear systems. It avoids a narrow focus on time series analysis and gives a broader perspective on modelling, identification and its applications with many examples of physical modelling. There is also strong emphasis on model validation and a pluralistic approach with model evaluation in a stochastic framework, according to approximation notions.
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An exploration of physical modeling and experimental issues.
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Book Description Prentice Hall, Englewood Cliffs, NJ, 1993. Hardcover. Book Condition: As new. Prentice Hall Information and System Sciences Series. xiii, 512 p. 24 cm. Figures and tables. Hardcover. Topics: Black box models; Spectrum analysis; Linear regression; Time-series models; Multidimensional identification; Adaptive systems; etc. Appendices and index. Bookseller Inventory # 116311