  In this paper the generalization of the Poisson distribution is derived for
the case when each consecutive event changes event rate. A simple formula for
the probability of observing of a given number of events for the selected
period of time is derived for a given set of rates. Application of this
distribution in high-energy physics calculations is discussed.
