Bayesian model selection: mechanistic models of Erk MAP kinase phosphorylation dynamics

ABC SMC is a Bayesian parameter inference algorithm which is based on efficient simulation of mechanistic models. We have adapted it for model selection by defining it on an extended parameter space (