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" Dynamic systems biology modeling and simulation / "
Joseph DiStefano III
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BL
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| Record Number
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622386
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dltt
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| Main Entry
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DiStefano, Joseph J.
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| Title & Author
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Dynamic systems biology modeling and simulation /\ Joseph DiStefano III
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| Edition Statement
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First edition
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| Page. NO
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xxii, 859 pages :: chiefly color illustrations ;; 29 cm
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| ISBN
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9780124104112 (hardback)
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: 0124104118 (hardback)
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| Bibliographies/Indexes
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Includes bibliographical references and index
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| Contents
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Preface -- Biosystem modeling and simulation: nomenclature and philosophy -- Math models of systems: biomodeling 101 -- Computer simulation methods -- Structural biomodeling from theory and data: compartmentalizations -- Structural biomodeling from theory and data: sizing, distinguishing and simplifying multicompartmental models -- Nonlinear mass action and biochemical kinetic interaction modeling -- Cellular systems biology modeling: deterministic and stochastic -- Physiologically based, whole-organism kinetics and noncompartmental modeling -- Biosystem stability and oscillations -- Structural identifiability -- Parameter sensitivity methods -- Parameter estimation and numerical identifiability -- Parameter estimation methods II: facilitating, simplifying and working with data -- Biocontrol system modeling, simulation, and analysis -- Data-driven modeling and alternative hypothesis testing -- Experiment design and optimization -- Model reduction and network inference in dynamic systems biology -- Appendices
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| Subject
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Systems biology
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Systems biology-- Mathematical models
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Biological systems-- Computer simulation
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Biological systems-- Mathematical models
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