The Poisson probability mass function is given by:
$P(X=k) = \frac{e^{-\lambda}\lambda^k}{k!}$
where $X$ is the number of arrivals, $k$ is the desired number of arrivals, $\lambda$ is the average arrival rate, and $e$ is the base of the natural logarithm
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