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...

Full description

Main Authors: Ullah, Mukhtar, Wolkenhauer, Olaf (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Published: New York, NY Springer New York 2011, 2011
Edition:1st ed. 2011
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