-Infected-Recovered) transmission models from epidemic theory. This class of models addresses two important features of contagion modelling, which are a … outcome and temporal data. The latter require the introduction of a novel hierarchical model that we call the Hidden Epidemic … Model (HEM), and which embeds the stochastic financial epidemic as a latent process. The empirical results suggest, among …