  To model the evolution of diseases with extended latency periods and the
presence of asymptomatic patients like COVID-19, we define a simple discrete
time stochastic SIR-type epidemic model. We include both latent periods as well
as the presence of quarantine areas, to capture the evolutionary dynamics of
such diseases.
