Let the expected number of events that have occurred in a Poisson process be E(t). Using the definition of a probabilistic rate to find a formula for E(t + ∆t), write and solve a differential equation for E(t).
We can also use differential equations to derive the formulas for the expectation and variance of the Poisson distribution.