In this paper, by defining the exchange rate prediction risk, analyzes the composition data properties, using IOWGA operator of multivariate linear regression prediction of risk degree of combination forecast model is set up. Results show that the combination forecast based on IOWGA operator has superiority, accurately predict risk of exchange rate forecasting, risk prevention and control to provide the reference for currency investors.