Stochastic modelling for systems biology

Saved in:
Bibliographic Details
Main Author Wilkinson, Darren James (Author)
Format Book
LanguageEnglish
Published Boca Raton : Taylor & Francis, 2006
SeriesChapman and Hall/CRC mathematical & computational biology series
Subjects
Online AccessInformace vydavatele
ISBN9781584885405
1584885408
Physical Description254 s. : il. ; 24 cm

Cover

Table of Contents:
  • Obsah: Introduction to biological modelling
  • Representation of biochemical networks
  • Probability models
  • Stochastic simulation
  • Markov processes
  • Chemical and biochemical kinetics
  • Case studies
  • Beyond the Gillespie algorithm
  • Bayesian inference and MCMC
  • Inference for stochastic kinetic models.