02986nam 2200661 a 450 991013958860332120230725051536.01-283-25824-297866132582431-119-95204-21-119-97060-11-119-97061-X(CKB)2550000000051757(EBL)819170(OCoLC)759159249(SSID)ssj0000537408(PQKBManifestationID)11387664(PQKBTitleCode)TC0000537408(PQKBWorkID)10553280(PQKB)10543050(MiAaPQ)EBC819170(Au-PeEL)EBL819170(CaPaEBR)ebr10494512(CaONFJC)MIL325824(EXLCZ)99255000000005175720110525d2011 uy 0engur|n|---|||||txtccrHandbook of statistical systems biology[electronic resource] /edited by Michael P.H. Stumpf, David J. Balding, Mark GirolamiChichester, West Sussex ;Hoboken, N.J. John Wiley & Sons20111 online resource (532 p.)Description based upon print version of record.0-470-71086-1 Includes bibliographical references and index.A. Methodological chapters -- B. Technology-based chapters -- C. Networks and graphical models -- D. Dynamical systems -- E. Application areas.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 majoSystems biologyStatistical methodsHandbooks, manuals, etcBiological systemsMathematical modelsHandbooks, manuals, etcUncertaintyMathematical modelsHandbooks, manuals, etcStochastic analysisMathematical modelsHandbooks, manuals, etcSystems biologyStatistical methodsBiological systemsMathematical modelsUncertaintyMathematical modelsStochastic analysisMathematical models570.1/5195Stumpf M. P. H(Michael P. H.)276550Balding D. J320776Girolami Mark1963-732237MiAaPQMiAaPQMiAaPQBOOK9910139588603321Handbook of statistical systems biology2172372UNINA