A CEEMD-ARIMA-SVM model with structural breaks to forecast the crude oil prices linked with extreme events
Author:
Publisher
Springer Science and Business Media LLC
Subject
Geometry and Topology,Theoretical Computer Science,Software
Link
https://link.springer.com/content/pdf/10.1007/s00500-022-07276-5.pdf
Reference64 articles.
1. Asadi M, Roubaud D, Tiwari AK (2022) Volatility spillovers amid crude oil, natural gas, coal, stock, and currency markets in the US and China based on time and frequency domain connectedness. Energy Econ 109:105961. https://doi.org/10.1016/j.eneco.2022.105961
2. Bekiros SD, Diks CGH (2008) The relationship between crude oil spot and futures prices: cointegration, linear and nonlinear causality. Energy Econ 30:2673–2685
3. Bollerslev T (1986) Generalized autoregressive conditional heteroskedasticity. J Econom 31:307–327
4. Catania L, Proietti T (2020) Forecasting volatility with time-varying leverage and volatility of volatility effects. Int J Forecast. https://doi.org/10.1016/j.ijforecast.2020.01.003
5. Chang CL, Mcaleer M, Tansuchat R (2013) Conditional correlations and volatility spillovers between crude oil and stock index returns. North Am J Econ Finance 25:116–138
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