The waiting time to observe the occurrence of an event in a Poisson process with intensity
is a random variable that follows the exponential distribution with parameter
(which must be positive). The exponential distribution is a special case of the gamma distribution with parameters
and
. The red vertical segment marks the mean of the distribution.
