The Bayes' estimator of 
will be denoted 
and taken as the posterior average
The reason for this is explained in the next section.
Note that it may also be of interest to compute the distribution of the estimator. This is given by
In most cases here only moments of Q are considered. When moments are considered the notation 
will denote the estimator of 
.