Ebook: Stochastic modelling for systems biology
Author: Wilkinson Darren James
- Tags: Biological systems -- Mathematical models. Systems biology. Systems Biology -- methods. Kinetics. Models Biological. Models Statistical. Stochastic Processes. SCIENCE -- Life Sciences -- Molecular Biology.
- Series: Chapman & Hall/CRC mathematical and computational biology series (Unnumbered)
- Year: 2012
- Publisher: CRC Press/Taylor & Francis Group
- Edition: Second edition
- Language: English
- pdf
"Since the first edition of Stochastic Modelling for Systems Biology, there have been many interesting developments in the use of 'likelihood-free' methods of Bayesian inference for complex stochastic models. Re-written to reflect this modern perspective, this second edition covers everything necessary for a good appreciation of stochastic kinetic modelling of biological networks in the systems biology context. Read more...
Abstract: "Since the first edition of Stochastic Modelling for Systems Biology, there have been many interesting developments in the use of 'likelihood-free' methods of Bayesian inference for complex stochastic models. Re-written to reflect this modern perspective, this second edition covers everything necessary for a good appreciation of stochastic kinetic modelling of biological networks in the systems biology context. Keeping with the spirit of the first edition, all of the new theory is presented in a very informal and intuitive manner, keeping the text as accessible as possible to the widest possible readership"--Provided by publisher