138 citations · 226 across the 10 of their papers we have counts for
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stat.CO2017
Bayes factors for partially observed stochastic epidemic models
Muteb Alharthi, Theodore Kypraios, Philip D. O'Neill
We consider the problem of model choice for stochastic epidemic models given partial observation of a disease outbreak through time. Our main focus is on the use of Bayes factors.…
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.…