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stat.ME2017
Bayesian nonparametrics for stochastic epidemic models
Theodore Kypraios, Philip D. O'Neill
The vast majority of models for the spread of communicable diseases are parametric in nature and involve underlying assumptions about how the disease spreads through a population.…
stat.ME2014
Bayesian model choice via mixture distributions with application to epidemics and population process models
Philip D. O'Neill, Theodore Kypraios
We describe a new method for evaluating Bayes factors. The key idea is to introduce a hypermodel in which the competing models are components of a mixture distribution. Inference f…