Stochastic Approaches for Systems Biology / Springer (PDF)
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Das andere Kind/ Die Rosenzüchterin/ Der Verehrer
Charlotte Link
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Data Engineering
Olaf Wolkenhauer
134.99 €
This textbook focuses on stochastic analysis in systems biology containing both the theory and application. While the authors provide a review of probability and random variables, subsequent notions of biochemical reaction systems and the relevant concepts of probability theory are introduced side by side. This leads to an intuitive and easy-to-follow presentation of stochastic framework for modeling subcellular biochemical systems. In particular, the authors make an effort to show how the notion of propensity, the chemical master equation and the stochastic simulation algorithm arise as consequences of the Markov property.
The text contains many illustrations, examples and exercises to illustrate the ideas and methods that are introduced. Matlab code is also provided where appropriate. Additionally, the cell cycle is introduced as a more complex case study.
Senior undergraduate and graduate students in mathematics and physics as well as researchers working in the area of systems biology, bioinformatics and related areas will find this text useful.
Webpage: www.sbi.uni-rostock.de
Mukhtar Ullah received his BSc in Electrical Engineering from N-W.F.P University of Engineering and Technology Peshawar, N-W.F.P, Pakistan. He completed his MSc. in Advanced Control and Systems Engineering from the Department of Electrical Engineering and Electronics, at the University of Manchester Institute of Science and Technology (UMIST), Manchester, U.K. in 2002. In 2003 he moved to the University of Rostock in Germany as a research assistant in the Department of Systems Biology and Bioinformatics in the Institute of Computer Science. In 2009 he completed his PhD from the same department. He is currently working as a post-doctoral research associate in the same department. His research focuses on stochastic modelling of biological systems.
Webpage: www.sbi.uni-rostock.de
- Autoren: Mukhtar Ullah , Olaf Wolkenhauer
- 2011, 2011, 290 Seiten, Englisch
- Verlag: Springer-Verlag GmbH
- ISBN-10: 1461404789
- ISBN-13: 9781461404781
- Erscheinungsdatum: 15.07.2011
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- Größe: 6.33 MB
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Das andere Kind/ Die Rosenzüchterin/ Der Verehrer
Charlotte Link
16.99 € 10
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