Baltic dry index forecast using financial market data: Machine learning methods and SHAP explanations.

Baltic dry index forecast using financial market data: Machine learning methods and SHAP explanations.

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The Baltic Dry Index (BDI) is a critical benchmark for assessing freight rates and chartering activity in the global shipping market. This study forecasts the BDI using diverse financial data, including commodities, currencies, stock markets, and volatility indices. Unlike previous research, our app...

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Bibliographic Details
Main Authors: Hyeon-Seok Kim, Do-Hyeon Kim, Sun-Yong Choi
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0325106
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