In the feld of empirical asset pricing, the challenges of high dimensionality, non-linear relationships, and interaction efects have led to the increasing popularity of machine learning (ML) methods. This study investigates the performance of ML methods when predicting diferent measures of stock...

We investigate the impact of workers' exposure to unemployment risk on CEO incentive compensation. Exploiting state-level changes in unemployment benefits as a source of variation in workers' unemployment costs, we find that after unemployment insurance benefits become more generous boards...