Shelhamer Mark J - Nonlinear Dynamics In Physiology: A State-space Approach
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Nonlinear Dynamics In Physiology: A State-space Approach

Shelhamer Mark J

ISBN: 9789812700292
Vydavatelství: World Scientific
Rok vydání: 2006
Vazba: Hardback
Počet stran: 368
Dostupnost: Skladem

Původní cena: 3 918 Kč
Výstavní cena: 3 526 Kč(t.j. po slevě 10%)
(Cena je uvedena včetně 10% DPH)
Katalogová cena: 106 GBP

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This book provides a compilation of mathematical-computational tools that are used to analyze experimental data. The techniques presented are those that have been most widely and successfully applied to the analysis of physiological systems, and address issues such as randomness, determinism, dimension, and nonlinearity. In addition to bringing together the most useful methods, sufficient mathematical background is provided to enable non-specialists to understand and apply the computational techniques. Thus, the material will be useful to life-science investigators on several levels, from physiologists to bioengineer.Initial chapters present background material on dynamic systems, statistics, and linear system analysis. Each computational technique is demonstrated with examples drawn from physiology, and several chapters present case studies from oculomotor control, neuroscience, cardiology, psychology, and epidemiology. Throughout the text, historical notes give a sense of the development of the field and provide a perspective on how the techniques were developed and where they might lead. The overall approach is based largely on the analysis of trajectories in the state space, with emphasis on time-delay reconstruction of state-space trajectories. The goal of the book is to enable readers to apply these methods to their own research.