Efficient SMC2 schemes for stochastic kinetic models

Fitting stochastic kinetic models represented by Markov jump processes within the Bayesian paradigm is complicated by the intractability of the observed-data likelihood. There has therefore been considerable attention given to the design of pseudo-marginal Markov chain Monte Carlo algorithms for suc...

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Bibliographic Details
Main Authors: Golightly, Andrew, Kypraios, Theodore
Format: Article
Published: Springer 2017
Subjects:
Online Access:https://eprints.nottingham.ac.uk/48416/