Estimating common mean and heterogeneity variance in two study case meta-analysis

The relative behavior of estimators of the common mean and of the heterogeneity variance in the simple random effects model of meta-analysis is explored. A new risk function relating these estimation problems is introduced. Bayes estimators for each of the parameters are derived.