Exponential distribution

$$ f(x) = \begin{cases} \lambda e^{-\lambda x}, & \text{if $x \geq 0$,} \\ 0, & \text{otherwise.} \end{cases} \\[16pt] \text{where $\lambda$ is the average event rate.} $$