A minimax linear estimator for linear parameters under restrictions in form of inequalities

Abstract

For a linear modely = Xβ + ε with additional information about β given by β′ H β ≦ σ 2 a minimax linear estimation for a parameter γ =Cβ is derived for a quadratic loss. Therefore a matrix optimization problem is solved which can be use for several other minimax problems.