Title Identification of nonlinear physiological systems / David T. Westwick, Robert E. Kearney

Published [Piscataway, N.J.?] : IEEE Press ; Hoboken, NJ : Wiley-Interscience, ©2003

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Description 1 online resource (xii, 261 pages) : illustrations Series IEEE Press series on biomedical engineering IEEE Press series in biomedical engineering. Contents Ch. 1. Introduction, p. 1-12 -- ch. 2. Background, p. 13-38 -- ch. 3. Models of Linear Systems, p. 39-56 -- ch. 4. Models of Nonlinear Systems, p. 57-101 -- ch. 5. Identification of Linear Systems, p. 103-123 -- ch. 6. Correlation-Based Methods, p. 125-167 -- ch. 7. Explicit Least-Squares Methods, p. 169-206 -- ch. 8. Iterative Least-Squares Methods, p. 207-250 Summary Significant advances have been made in the field since the previous classic texts were written. This text brings the available knowledge up to date. * Enables the reader to use a wide variety of nonlinear system identification techniques. * Offers a thorough treatment of the underlying theory. * Provides a MATLAB toolbox containing implementation of the latest identification methods together with an extensive set of problems using realistic data sets Analysis Systems Engineering Notes "IEEE Engineering in Medicine and Biology Society, Sponsor." Bibliography Includes bibliographical references (pages 251-257) and index Subject Physiology -- Mathematical models Nonlinear systems. Statistics. Computer simulation. Digital computer simulation. Biological models. Mathematical models. Mathematics. Physical sciences. Public health. Medical care. Statistics as Topic Nonlinear Dynamics Computer Simulation Models, Biological Physiological Phenomena Health Care Evaluation Mechanisms Computing Methodologies Models, Theoretical Phenomena and Processes Epidemiologic Methods Mathematics Investigative Techniques Natural Science Disciplines Public Health Information Science Quality of Health Care Disciplines and Occupations Analytical, Diagnostic and Therapeutic Techniques and Equipment Health Care Quality, Access, and Evaluation Environment and Public Health Delivery of Health Care Patient Care simulation. mathematical models. mathematics. applied mathematics. physical sciences. public health. statistics. Statistics Public health Physical sciences Medical care Mathematics Mathematical models Digital computer simulation Computer simulation Biological models Nonlinear systems Physiology -- Mathematical models Mathematisches Modell Biomathematik Physiologie Nichtlineares System Genre/Form Electronic books Form Electronic book Author Kearney, Robert E., 1947- IEEE Engineering in Medicine and Biology Society. ISBN 0471274569 9780471274568 0471722960 9780471722960

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