Method of Risk Envelopes in Estimation of Linear Functionals

The problem of estimating a linear functional in a linear Gaussian model is considered. For the estimation, the class of projection estimators is used. The problem is to choose the optimal estimate from this class on the basis of observations. The solution of this problem is based on the principle of risk envelope minimization.