Note that

Thus the inter-arrival times of a Poisson process with the parameter are exponentially distributed with the probability density function

Remark

• We have seen that the inter-arrival times are identically distributed with the exponential PDF. Further, we can easily prove that the inter-arrival times are independent also. For example