Stochastic Approaches for Systems Biology

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 react...

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Main Authors: Ullah, Mukhtar, Wolkenhauer, Olaf (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: New York, NY Springer New York 2011, 2011
Edition:1st ed. 2011
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Preface.-  Acknowledgements
  • Acronyms, notation
  • Matlab functions, revisited examples
  • Introduction
  • Biochemical reaction networks
  • Randomness
  • Probability and random variables
  • Stochastic modeling of biochemical networks
  • The 2MA approach
  • The 2MA cell cycle model
  • Hybrid Markov processes
  • Wet-lab experiments and noise
  • Glossary