Abstract
This paper proposes an alternative method for optimizing a standard linear regression model subject to efficiency constraints on the model estimate. The concept of stochastic programming is applied to formulate an equivalent deterministic problem and then to solve the latter using familiar optimization techniques. A numerical example is provided to illustrate the proposed algorithm using Mathematica Software.