Электронная книга: Michael Stumpf «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 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. This book: Provides a comprehensive account of inference techniques in systems biology. Introduces classical and Bayesian statistical methods for complex systems. Explores networks and graphical modeling as well as a wide range of statistical models for dynamical systems. Discusses various applications for statistical systems biology, such as gene regulation and signal transduction. Features statistical data analysis on numerous technologies, including metabolic and transcriptomic technologies. Presents an in-depth presentation of reverse engineering approaches. Provides colour illustrations to explain key concepts. This handbook will be a key resource for researchers practising systems biology, and those requiring a comprehensive overview of this important field. Издательство: "John Wiley&Sons Limited"
ISBN: 9781119970613 электронная книга Купить за 16833.8 руб и скачать на Litres |
Michael Stumpf
Michael Stumpf (b. 1970) is scholar in the field of systems biology. He has made ample contributions to evolutionary genetics and population genetics.
Life
Stumpf was born in Regensburg, Germany, and grew up in Straubing and Rothenburg ob der Tauber. He studied physics at the Universities of Tübingen, Sussex and Göttingen. Upon graduating with his diploma in physics, he went on to study as a graduate student at the University of Oxford, where he received his DPhil. in statistical physics in 1999. Whilst a graduate student he was a member of Balliol College. In 1999 Stumpf moved into biology and worked for three years at the Department of Zoology of the University of Oxford with Professor Robert May, Baron May of Oxford. During this time Stumpf held a fellowship at Linacre College. Since 2003 Stumpf works at the Centre for Bioinformatics at Imperial College, London. In 2007 Stumpf was appointed to the Chair of Theoretical Systems Biology at Imperial College, London[1], and in 2011 he was awarded the Rector's Medal for Excellence in Research Supervision[2].
Stumpf is married and is living in West London.
Work
Stumpf’s research covers a variety of fields, including
- the analysis of complex biological networks, including protein interaction
- detection of regulatory elements using comparative genomics
- population genetics[1].
See Also
- Complex systems scientists
- Systems biologists
- Living people
- Academics of Imperial College London
- 1970 births
Источник: Michael Stumpf
Другие книги схожей тематики:
| Автор | Книга | Описание | Год | Цена | Тип книги |
|---|---|---|---|---|---|
| Michael Stumpf | 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… — John Wiley&Sons Limited, электронная книга Подробнее... | 16833.8 | электронная книга |
См. также в других словарях:
nature, philosophy of — Introduction the discipline that investigates substantive issues regarding the actual features of nature as a reality. The discussion here is divided into two parts: the philosophy of physics and the philosophy of biology. In this… … Universalium
Panos G. Georgopoulos — Panos G. Georgopoulos, Ph.D. is a scientist working in the field of Environmental Health and specializing in Mathematical Modeling of Environmental and Biological Systems. He is the architect or the MOdeling ENvironment for Total Risk studies… … Wikipedia
Bioinformatics — For the journal, see Bioinformatics (journal). Map of the human X chromosome (from the NCBI website). Assembly of the human genome is one of the greatest achievements of bioinformatics. Bioinformatics … Wikipedia
History of evolutionary thought — This article is about the history of evolutionary thought in biology. For the history of evolutionary thought in the social sciences, see Sociocultural evolution. For the history of religious discussions, see History of the creation evolution… … Wikipedia
Bioinformática — Saltar a navegación, búsqueda La bioinformática, según una de sus definiciones más sencillas, es la aplicación de tecnología de computadores a la gestión y análisis de datos biológicos.[1] Los términos bioinformática, biología computacional y, en … Wikipedia Español
Engineering — The Watt steam engine, a major driver in the Industrial Revolution, underscores the importance of engineering in modern history. This model is on display at the main building of the ETSIIM in Madrid, Spain. Engineering is the discipline, art,… … Wikipedia
