The SIR model formulation also leads immediately to a natural discrete time approximation for the numbers of infections (Ĩ I), recoveries (R R) and deaths (D D) arising in the unit time interval from t to t+1. Holding the total number of infected individuals I constant and integrating Equation 1 over a unit time interval gives 