The Poisson distribution is a discrete distribution describing the probability of a number of events (arrivals) occurring at a fixed time interval when their average rate of occurrence is known.

 

Probability density function

 

 

where is the number of arrivals expected for the given time interval.

 

Cumulative distribution

 

 

where is the upper incomplete gamma function.