Stochastic approaches for systems biology (eBook, 2011) [WorldCat.org]
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Stochastic approaches for systems biology
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Stochastic approaches for systems biology

Author: Mukhtar Ullah; Olaf Wolkenhauer
Publisher: New York : Springer, 2011.
Series: Interdisciplinary applied mathematics.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This textbook focuses on stochastic modelling and its applications in systems biology. In addition to a review of probability theory, the authors introduce key concepts, including those of stochastic process, Markov property, and transition probability, side by side with notions of biochemical reaction networks. This leads to an intuitive presentation guided by a series of biological examples that are revisited  Read more...
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Genre/Form: Electronic books
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  Read more...

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