This video demonstrates how to find the Mean Square Error for a Bayesian estimator (using bias and variance of the estimator) when using a conjugate prior for poisson data. It also briefly compares this to the frequentist estimator for the same data.
These short videos work through mathematical details used in the Multivariate Statistical Modelling module at UWE.