Handbook of statistical systems biology /

• Συγγραφή απο Οργανισμό/Αρχή: Wiley InterScience (Online service)
• Άλλοι συγγραφείς: Stumpf, M. P. H. (Michael P. H.), Balding, D. J., Girolami, Mark, 1963-
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Chichester : Wiley, 2011.
• Θέματα: Systems biology > Statistical methods > Handbooks, manuals, etc.; Biological systems > Mathematical models > Handbooks, manuals, etc.; Stochastic analysis > Mathematical models > Handbooks, manuals, etc.; Electronic resource.
• Φυσική περιγραφή: 1 online resource (536)
• Βιβλιογραφία: Includes bibliographical references and index.
• ISBN: 9781119970606; 1119970601
• DOI: 10.1002/9781119970606

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.