WatersTechnology Library


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Seeking Signals from ESG Data

In this paper, we show that applying Gradient Boosting Trees to Bloomberg's own ESG dataset allows us to create an equity port- folio with higher return and lower volatility than its benchmark Russell 3000 Index. We also investigate the interpretability of our model using SHapley Additive…