Stochastic Epidemic Models inference and diagnosis with Poisson Random Measure Data Augmentation

Benjamin Nguyen-Van-Yen, Pierre Del Moral, Bernard Cazelles

We present a new Bayesian inference method for compartmental models that takes into account the intrinsic stochasticity of the process. We show how to formulate a SIR-type Markov j…