Cox process representation and inference for stochastic reaction–diffusion processes

Autor: David Schnoerr, Ramon Grima, Guido Sanguinetti
Jazyk: angličtina
Rok vydání: 2016
Předmět:
Zdroj: Nature Communications, Vol 7, Iss 1, Pp 1-11 (2016)
Druh dokumentu: article
ISSN: 2041-1723
DOI: 10.1038/ncomms11729
Popis: Stochastic reaction-diffusion systems are used for modelling spatial dynamics in many disciplines, but parameter inference and model selection remain challenging. Here the authors offer a solution enabled by a connection between reaction-diffusion and the well-studied spatio-temporal Cox processes.
Databáze: Directory of Open Access Journals