Futures Quantitative Investment with Heterogeneous Continual Graph Neural Network
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- Bollerslev, Tim, 1986.
"Generalized autoregressive conditional heteroskedasticity,"
Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
- Tim Bollerslev, 1986. "Generalized autoregressive conditional heteroskedasticity," EERI Research Paper Series EERI RP 1986/01, Economics and Econometrics Research Institute (EERI), Brussels.
- Suleyman Basak & Anna Pavlova, 2016.
"A Model of Financialization of Commodities,"
Journal of Finance, American Finance Association, vol. 71(4), pages 1511-1556, August.
- Basak, Suleyman & Pavlova, Anna, 2015. "A Model of Financialization of Commodities," CEPR Discussion Papers 10651, C.E.P.R. Discussion Papers.
- Salinas, David & Flunkert, Valentin & Gasthaus, Jan & Januschowski, Tim, 2020. "DeepAR: Probabilistic forecasting with autoregressive recurrent networks," International Journal of Forecasting, Elsevier, vol. 36(3), pages 1181-1191.
- Racine Ly & Fousseini Traore & Khadim Dia, 2021. "Forecasting Commodity Prices Using Long Short-Term Memory Neural Networks," Papers 2101.03087, arXiv.org, revised Jan 2021.
- Sima Siami-Namini & Akbar Siami Namin, 2018. "Forecasting Economics and Financial Time Series: ARIMA vs. LSTM," Papers 1803.06386, arXiv.org.
- Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
- Anna, Petrenko, 2016. "Мaркування готової продукції як складова частина інформаційного забезпечення маркетингової діяльності підприємств овочепродуктового підкомплексу," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 2(1), March.
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NEP fields
This paper has been announced in the following NEP Reports:- NEP-BIG-2023-05-01 (Big Data)
- NEP-CMP-2023-05-01 (Computational Economics)
- NEP-NET-2023-05-01 (Network Economics)
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