The application of seemingly unrelated linear regression models in forecasting sales of durable consumer goods

In this paper, the application of seemingly unrelated linear regression models in forecasting sales of durable consumer goods is discussed, the simplified formulas for the Two-Stage Estimators of the parameters in seemingly unrelated linear regression models are given, its necessary and sufficient conditions are expounded and proved by the vector space approach. At the end of the paper, a practical example is presented.