This paper examines the momentum effect and its causes, the persistence in default risk change in particular, in both corporate bond and stock markets. Using a comprehensive bond dataset, we observe a significant momentum effect in corporate bond returns and bond credit spread changes. The...

We frame linear factor models for asset pricing in a machine learning context and consider a numerical comparison of their performance against ordinary least squares linear regression over a dataset of anomaly portfolios. Specific regression models involved in the comparison include regularized...