Stochastic Approaches for Systems Biology is popular PDF and ePub book, written by Mukhtar Ullah in 2011-07-12, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Stochastic Approaches for Systems Biology can be Read Online from any device for your convenience.
Stochastic Approaches for Systems Biology Book PDF Summary
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.
Detail Book of Stochastic Approaches for Systems Biology PDF
- Author : Mukhtar Ullah
- Release : 12 July 2011
- Publisher : Springer Science & Business Media
- ISBN : 9781461404781
- Genre : Mathematics
- Total Page : 319 pages
- Language : English
- PDF File Size : 16,8 Mb
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