Machine learning tools are well known for their success in prediction. But prediction is not causation, and causal discovery is at the core of most questions concerning economic policy. Recently, however, the literature has focused more on issues of causality. This paper gently introduces some...

This paper investigates the impact of the financial crisis on investment decisions in innovative versus non-innovative firms. Firms are defined as being innovative if they have introduced a new product to the market. The empirical test is based on data for the years before and after the recent...