Handbook of statistical systems biology [Recurso electrónico] / edited by Michael P.H. Stumpf, David J. Balding, Mark Girolami.

Contributor(s): Stumpf, M. P. H. (Michael P. H.) [editor] | Balding, D. J [editor] | Girolami, Mark, 1963-
Material type: TextText; Format: electronic Language: Inglés Publisher: Chichester, West Sussex ; Hoboken, N.J. : John Wiley & Sons, 2011Description: 1 online resourceISBN: 9781119970613Subject(s): Systems biology -- Statistical methods -- Handbooks, manuals, etc | Biological systems -- Mathematical models -- Handbooks, manuals, etc | Uncertainty -- Mathematical models -- Handbooks, manuals, etc | Stochastic analysis -- Mathematical models -- Handbooks, manuals, etcGenre/Form: Electronic books.Online resources: Texto completo
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Description based upon print version of record.

Includes bibliographical references and index.

A. Methodological chapters -- B. Technology-based chapters -- C. Networks and graphical models -- D. Dynamical systems -- E. Application areas.

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Systems Biology is now entering a mature phase in which the key issues are characterising uncertainty and stochastic effects in mathematical models of biological systems. The area is moving towards a full statistical analysis and probabilistic reasoning over the inferences that can be made from mathematical models. This handbook presents a comprehensive guide to the discipline for practitioners and educators, in providing a full and detailed treatment of these important and emerging subjects. Leading experts in systems biology and statistics have come together to provide insight in to the majo


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Handbook of statistical systems biology /

John Wiley & Sons, , 2011

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