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Genre/Form: | Electronic books |
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Additional Physical Format: | Print version: Ullah, Mukhtar. Stochastic approaches for systems biology. New York : Springer, 2011 (DLC) 2011931974 |
Material Type: | Document, Internet resource |
Document Type: | Internet Resource, Computer File |
All Authors / Contributors: |
Mukhtar Ullah; Olaf Wolkenhauer |
ISBN: | 9781461404781 1461404789 1461404770 9781461404774 |
OCLC Number: | 747413717 |
Language Note: | English. |
Description: | 1 online resource (xxxii, 290 pages) : illustrations (some color) |
Contents: | 1. Introduction -- 2. Biochemical reaction networks -- 3. Randomness -- 4. Probability and random variables -- 5. Stochastic modelling of biochemical networks -- 6. The 2MA approach -- 7. The 2MA cell cycle model -- 8. Hybrid Markov processes -- 9. Wet-lab experiments and noise. |
Series Title: | Interdisciplinary applied mathematics. |
Responsibility: | Mukhtar Ullah, Olaf Wolkenhauer. |
Abstract:
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.
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