(Causal) Bayesian modeling of investment factors and Environmental, Social and Governance (ESG) criteria

As part of the BlackRock’s Factor Based Strategies Group I explored how some ESG criteria such as carbon emissions can impact return on equity. I’ve built different Bayesian network models to help understand this relationship.