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Handbook of statistical systems biology / edited by Michael P.H. Stumpf, David J. Balding, Mark Girolami.
- Format:
- Book
- Language:
- English
- Subjects (All):
- Systems biology--Statistical methods--Handbooks, manuals, etc.
- Systems biology.
- Biological systems--Mathematical models--Handbooks, manuals, etc.
- Biological systems.
- Uncertainty--Mathematical models--Handbooks, manuals, etc.
- Uncertainty.
- Stochastic analysis--Mathematical models--Handbooks, manuals, etc.
- Stochastic analysis.
- Physical Description:
- 1 online resource (532 p.)
- Edition:
- 1st ed.
- Place of Publication:
- Chichester, West Sussex ; Hoboken, N.J. : John Wiley & Sons, 2011.
- Language Note:
- English
- 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 majo
- Contents:
- A. Methodological chapters
- B. Technology-based chapters
- C. Networks and graphical models
- D. Dynamical systems
- E. Application areas.
- Notes:
- Description based upon print version of record.
- Includes bibliographical references and index.
- ISBN:
- 1-283-25824-2
- 9786613258243
- 1-119-95204-2
- 1-119-97060-1
- 1-119-97061-X
- OCLC:
- 759159249
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