-Infected-Recovered) transmission models from epidemic theory. This class of models addresses two important features of contagion modelling, which are a …This paper proposes a framework for modelling financial contagion that is based on SIR (Susceptible … outcome and temporal data. The latter require the introduction of a novel hierarchical model that we call the Hidden Epidemic …