Loss Function Optimality for Interval Estimation
From Jane Harvill
Loss function for confidence sets (or credible sets) combines the maximum coverage probability and shortest interval criteria into one function - the loss function. The optimal interval will minimize the risk function - or expected loss. In this lesson, the relevant quantities are defined, and the problem of estimating the mean of a normal population is uses to illustrate the procedure.