A Neural Network Forecast of Economic Growth and Recession

Abstract

This paper develops artificial neural network models to forecast quarterly real GDP. It is shown that neural networks generally perform better than linear regression n1odels in GDP forecasting. When the use of newly arrived monthly data and the learning capability of neural networks are incorporate.d, forecasting performance of neural networks can be significantly improved. (El7, C45)