Crude oil price forecasting with machine learning and Google search data: An accuracy comparison of single-model versus multiple-model
Author:
Publisher
Elsevier BV
Subject
Electrical and Electronic Engineering,Artificial Intelligence,Control and Systems Engineering
Reference64 articles.
1. A novel hybrid model for forecasting crude oil price based on time series decomposition;Abdollahi;Appl. Energy,2020
2. Can internet searches forecast tourism inflows?;Artola;Int. J. Manpow.,2015
3. Google econometrics and unemployment forecasting;Askitas,2009
4. Forecasting crude-oil market volatility: Further evidence with jumps;Charles;Energy Econ.,2017
5. Chen, T., Guestrin, C., 2016. Xgboost: A scalable tree boosting system. In: Proceedings of the 22nd Acm Sigkdd International Conference on Knowledge Discovery and Data Mining. pp. 785–794.
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