Machine Learning in Economic Research

In empirical economic research, the number of publications using methods of machine learning is increasing, albeit some scepticism prevails. One point of criticism is that although machine learning is suitable for forecasts, it is not able to identify causal relationships. However, in recent years research has dealt more thoroughly with this problem and many advances have been made. Machine learning thus has the potential to become more important in economic research in the future.