Stochastic modelling for systems biology
By: Darren James Wilkinson.
Series: Chapman & Hall/CRC mathematical and computational biology series; Chapman and Hall/CRC mathematical & computational biology series
Publisher: Taylor & Francis; Brand: Chapman and Hall/CRC; Chapman and Hall/CRC
Published: 2006
Place of publication: Boca Raton
Language: eng
Number of pages: 254
ISBN-13: 9781584885405
Subjects: Biological systems -- Mathematical models; Systems Biology -- methods; Kinetics; Models, Biological; Models, Statistical; Stochastic Processes
Notes: Includes bibliographical references (p. 247-250) and index.
Table of contents: title: Introduction to biological modelling; title: Representation of biochemical networks; title: Probability models; title: Stochastic simulation; title: Markov processes; title: Chemical and biochemical kinetics; title: Case studies; title: Beyond the Gillespie algorithm; title: Bayesian inference and MCMC; title: Inference for stochastic kinetic models.