The aim of this paper is to investigate the predictability of stock returns. The Efficient Market Hypothesis or Random Walk is rejected and an Alternative Parametric Model (ARIMA) is proposed for modeling and forecasting stock returns. The results of the variance ratio test of Lo and MacKinlay...