This paper analyzes recursive and rolling neural network models to forecast one-step-ahead sign variations in gold … results shows the rolling ward networks exceed the recursive ward networks and feed forward networks in forecasting gold price … sign variation. The results support the use of neural networks with a dynamic framework to forecast the gold price sign …