In this paper, an auto region moving average module(ARMA) is established. According to the price data so far, put forward the best daily trading strategy. By implementing this strategy, find out how much the original $1000 is worth now. Finally, sensitivity analysis is carried out to determine how transaction costs affect investment strategies and results.