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    • Machine learning and oil price point and density forecasting 

      Costa, Alexandre Bonnet Rodrigues; Gaglianone, Wagner Piazza; Issler, João Victor; Ferreira, Pedro Cavalcanti; Guillen, Osmani Teixeira Carvalho; Lin, Yihao
      2021
      The purpose of this paper is to explore machine learning techniques to forecast the oil price. In the era of big data, we investigate whether new automated tools can improve over traditional approaches in terms of forecast ...