 This cumulative array is now a discrete cumulative distribution, and can be used to choose the next event by picking a random number z~U(0,R) and choosing the first event, such that z is less than the rate associated with that event.A probability distribution is used to describe the potential outcome of a random variable.Limits the outcomes where the variable can only take on discrete values.