We study the relationship between the risk of default and Environmental, Social and Governance (ESG) factors using Supervised Machine Learning (SML) techniques on a cross-section of European listed companies. Our proxy for credit risk is the z-score originally proposed by Altman (1968). We...

This paper analyzes the relation between CEOs monetary incentives, financial regulation and risk in banks. We present a model where banks lend to opaque entrepreneurial projects to be monitored by managers; managers are remunerated according to a pay-for-performance scheme and their effort is...

We study the relationship between the risk of default and Environmental, Social and Governance (ESG) factors using Supervised Machine Learning (SML) techniques on a crosssection of European listed companies. Our proxy for credit risk is the z-score originally proposed by Altman (1968). We...