Sustainable Valuations

Machine learning on ESG & corporate valuation

Academic research into sustainability drivers of corporate valuation is increasingly moving into the field of machine learning.A recent paper by Turkish researcher Murat Doğan and colleagues is a good example. It concludes that: The authors’ preferred approach, the Random Forest Model, produces predictions on the relative importance of different factors, illustrated in the accompanying pie […]