Which Shape Describes a Poisson Distribution

The exponential distribution occurs naturally when describing the lengths of the inter-arrival times in a homogeneous Poisson process. The exponential distribution may be viewed as a continuous counterpart of the geometric distribution which describes the number of Bernoulli trials necessary for a discrete process to change state.

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