Abstract:

This paper studies estimation of stochastic intensity from observed values of mixed Poisson random variables. Characteristics of the Bayesian estimate of the stochastic intensity of a class of mixed Poisson distributions are given, which are then extended to a more general case. This result is an extension of Johnson’s results.

Key words:  mixed Poisson distribution； stochastic intensity； Bayesian estimate