Abstract: The combination forecasting model based on Theil coefficient is a new kind of correlation one. In this paper its properties are studied. On basis of new concepts, such as superior combination forecasting and dominant forecasting method etc, the existence of noninferior combination forecasting, superior combination forecasting and redundant forecasting method are discussed. Finally redundant information is given in the determining theorem.