direkt zum Inhalt springen

direkt zum Hauptnavigationsmenü

Sie sind hier

TU Berlin

Page Content

List of Publications

Approximate inference for stochastic reaction processes
Citation key Ruttor:2010:AIS
Author Andreas Ruttor and Guido Sanguinetti and Manfred Opper
Title of Book Learning and Inference in Computational Systems Biology
Pages 189-205
Year 2010
Editor Neil D. Lawrence and Mark Girolami and Magnus Rattray and Guido Sanguinetti
Publisher MIT Press
Abstract We discuss the problem of statistical inference for Markov jump processes modelling biochemical reactions. Using a variational formulation of exact inference we derive two different approximations. A weak noise approach within a diffusion approximation is relevant when the number of individuals of a given species is rather large. On the other hand a mean field approximation takes the discreteness of the number of individuals into account but neglects correlations.
Link to publication Link to original publication Download Bibtex entry

Zusatzinformationen / Extras

Quick Access:

Schnellnavigation zur Seite über Nummerneingabe

Auxiliary Functions