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Estimated latent posterior distributions of disease prevalence under SIR dyamics. The true population size is 1,250. Depicted are the observed prevalence (dots), pointwise posterior median prevalence (dashed line), and pointwise 95% credible intervals (shaded region) all scaled by the assumed population size. Latent posterior estimates are based on a thinned sample, with every 250th sample retained.
