Probabilistic program inference in network-based epidemiological simulations
Fig 13
Prior and posterior disease trajectories with varying network size.
Applying the same prior parameters on graphs subsampled to a different initial set of CBGs produces substantially different prior behavior for the disease simulator (blue). Our inference converges to a consistent behavior (red) that is close to the observed data (black).