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On July 21, 2005, China reformed the RMB exchange rate by shifting from the U.S. dollar pegged system to the managed floating system. The new system is based on market supply and demand with reference to a basket of currencies. Due to this reform, RMB appreciated sharply by more than 25% and unavoidably, many enterprises were affected. Needless to say, it is highly necessary and important to predict the RMB exchange rate after the reform.