Forecasting the stock returns in the emerging markets is challenging due to their peculiar characteristics. These … markets exhibit linear as well as nonlinear features and Conventional forecasting methods partially succeed in dealing with … which caters both the linear and nonlinear markets. This paper investigates the forecasting ability of ANN by using Fama and …