Measuring Uncertainty of Predictors

An important aspect of small area estimation is the assessment of accuracy of the predictors. Under the frequentist approach, this will be complicated due to the additional fluctuation induced by estimating unknown parameters in models. We here focus on two methods that are widely adopted in this context: estimators of mean squared error and confidence intervals.