Suppose where are iid observations from the Poisson distribution with mass function:
In the parameterization above the parameter represents the mean and the variance.
|Overall Recommended (OR) prior
The OR prior is the Jeffreys prior and also the reference prior.
The posterior distribution of the OR prior is
where represents the gamma distribution with mean .
- A proper prior that has the OR prior as the limiting case is with .