The applicability of error correction models of combining forecasts based on Stein- rule estimation and error correction models is further studied in this paper through numerical simulation and practical application , and the preliminary test on the effects of recombining of various combining forecasts is carried out . The results show that the ECMs of combining forecasts have significant advantage over non2ECMs of combining forecasts , and recombining of various combining forecasts can diversify model selection risk.