 Exponential renewal interval limit

For exponential interarrival times of rate $\lambda$, the age and residual life at time $t$ converge jointly to independent rate-$\lambda$ exponential variables. Their sum therefore converges to the gamma distribution with density ${\lambda }^{2}x{e}^{-\lambda x}$, the size-biased exponential law.