**2. Model Formulation**

In contrast with the existing compartmental epidemiological models, we start the model derivation by the introduction of the class of newly infected individuals instead of the total number of infected individuals. This approach is appropriate to evaluate daily recovery and death rates. We recall in this section the model with a distributed recovery and death rate [31,33]. We then use this model to derive the delay model and study its properties in the next sections.
