Abstract: The advantages of averges of forecasting relative to other combining forecasts are illustrated by an empirical study.It is pointed out that the high accuracy of fitting is not sufficient for the high accuracy of combination forecasting when the mode of economic series is highly variable.The analysis in this paper is of importance to the selection and application of combination forecasting models.