The model parameters were configured and justified using actual data collected in two years 2008-2009. The results showed the accuracy of the model for CPI forecast in Vietnam and the model can also be used to predict the price changes of merchandises. | Building CPI forecasting model by combining the smooth transition regression model and mining association rules