A mathematical statement of the probability that exactly k discrete events will take place during an interval of length t, expressed by where k is a non-negative integer, e is the base of the natural logarithms (e2. 71828,) is the constant rate that the events occur, and t is the expected number of events occurring during an interval of length t.