Past exam of the mathematics course of the University of Cambridge / 2014 / iii / Paper 35 / 1 / c

By Poisson-gamma conjugacy, the posterior density is proportional toThus the shape-rate posterior isIts posterior mean is $A/B$ and its variance is $A/B^2$. The parameter $B$ is a rate, rather than a scale.