Handbook of statistical systems biology /

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 math...

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Bibliographic Details
Corporate Author: Wiley InterScience (Online service)
Other Authors: Stumpf, M. P. H. (Michael P. H.), Balding, D. J., Girolami, Mark, 1963-
Format: eBook
Language:English
Published: Chichester : Wiley, 2011.
Subjects:
Online Access:Full Text via HEAL-Link
Description
Summary: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 major ideas in the field, and in particular methods of specifying and fitting models, and estimating the unknown parameters.
Physical Description:1 online resource (536)
Bibliography:Includes bibliographical references and index.
ISBN:9781119970606
1119970601
DOI:10.1002/9781119970606