A martingale characterization of Pólya-Lundberg processes
Birgit Niese · Journal of Applied Probability · 2006
We study exponential families within the class of counting processes and show that a mixed Poisson process belongs to an exponential family if and only if it is either a Poisson process or has a gamma structure distribution. This property can be expressed via exponential martingales.