The fundamental and novel contribution of the paper is to use the wavelet transform, to decompose the return Amman stock market into a set of better-behaved approximation series. The forecasting results based on wavelet transform and ARIMA model will compare with the forecasting values based on ARIMA model by using some statistical criteria. MATLAB 2008a and SAS 9.1 programs have been used to get significant results and fair comparison