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Crude oil price prediction based on LSTM network and GM (1,1) model
16 references·1 citing·55 second hop
Crude oil price prediction based on LSTM network and GM (1,1) model (2020)Crude oil price prediction based on LSTM …Risk spillover effects from global crude oil market to China’s commodity sectors (2020)Risk spillover effects from g…Forecasting crude oil price volatility via a HM-EGARCH model (2020)Forecasting crude oil price v…Analyzing time-varying volatility spillovers between the crude oil markets using a new method (2020)Analyzing time-varying volati…Monthly crude oil spot price forecasting using variational mode decomposition (2019)Monthly crude oil spot price …Impact of changes in crude oil trade network patterns on national economy (2019)Impact of changes in crude oi…A new multivariable grey prediction model with structure compatibility (2019)A new multivariable grey pred…Improved EEMD-based crude oil price forecasting using LSTM networks (2018)Improved EEMD-based crude oil…Crude oil price prediction model with long short term memory deep learning based on prior knowledge data transfer (2018)Crude oil price prediction mo…A seasonal GM(1,1) model for forecasting the electricity consumption of the primary economic sectors (2018)A seasonal GM(1,1) model for …A novel hybrid method of forecasting crude oil prices using complex network science and artificial intelligence algorithms (2018)A novel hybrid method of fore…Crude oil price: Demand, supply, economic activity, economic policy uncertainty and wars – From the perspective of structural equation modelling (SEM) (2017)Crude oil price: Demand, supp…New progress of Grey System Theory in the new millennium (2016)New progress of Grey System T…Impacts of OPEC's political risk on the international crude oil prices: An empirical analysis based on the SVAR models (2016)Impacts of OPEC's political r…Forecasting China’s energy demand and self-sufficiency rate by grey forecasting model and Markov model (2014)Forecasting China’s energy de…The necessary and sufficient condition for GM(1,1) grey prediction model (2013)The necessary and sufficient …A monthly crude oil spot price forecasting model using relative inventories (2005)A monthly crude oil spot pric…Forecasting carbon dioxide emissions in BRICS countries by exponential cumulative grey model (2021)Forecasting carbon dioxide em…Control problems of grey systems (1982)China statistical yearbook (1988)Grey Information: Theory and Practical Applications (2005)Using a Grey–Markov model optimized by Cuckoo search algorithm to forecast the annual foreign tourist arrivals to China (2015)An improved grey multivariable model for predicting industrial energy consumption in China (2016)Forecast of biofuel production and consumption in top CO2 emitting countries using a novel grey model (2020)Expectations and the neutrality of money (1972)Econometric Models and Economic Forecasts (1990)The Role of Monetary Policy (1995)Global economic activity and crude oil prices: A cointegration analysis (2009)Modelling and forecasting fossil fuels, CO2 and electricity prices and their volatilities (2012)Oil financialization and volatility forecast: Evidence from multidimensional predictors (2019)Macroeconomics and Reality (1980)Statistical inference in vector autoregressions with possibly integrated processes (1995)Not All Oil Price Shocks Are Alike: Disentangling Demand and Supply Shocks in the Crude Oil Market (2009)The response of the Beijing carbon emissions allowance price (BJC) to macroeconomic and energy price indices (2017)A review of resource curse burden on inflation in Venezuela (2020)The pass-through effects of oil price shocks on China's inflation: A time-varying analysis (2020)Grey system model with the fractional order accumulation (2012)Supplier selection in resilient supply chains: a grey relational analysis approach (2014)Optimal solution for novel grey polynomial prediction model (2018)Forecasting slope deformation field using correlated grey model updated with time correction factor and background value optimization (2019)Model comparison of GM(1,1) and DGM(1,1) based on Monte-Carlo simulation (2019)Comparing Predictive Accuracy (1994)From time series to complex networks: The visibility graph (2008)A multi-factor integrated model for carbon price forecasting: Market interaction promoting carbon emission reduction (2021)Soft skills, hard skills: What matters most? 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this work references cited by second hop

References

  • 2018A seasonal GM(1,1) model for forecasting the electricity consumption of the primary economic sectors280 cited
  • 2018Improved EEMD-based crude oil price forecasting using LSTM networks220 cited
  • 2020Analyzing time-varying volatility spillovers between the crude oil markets using a new method206 cited
  • 2019A new multivariable grey prediction model with structure compatibility203 cited
  • 2016New progress of Grey System Theory in the new millennium194 cited
  • 2016Impacts of OPEC's political risk on the international crude oil prices: An empirical analysis based on the SVAR models155 cited
  • 2005A monthly crude oil spot price forecasting model using relative inventories150 cited
  • 2018A novel hybrid method of forecasting crude oil prices using complex network science and artificial intelligence algorithms146 cited
  • 2014Forecasting China’s energy demand and self-sufficiency rate by grey forecasting model and Markov model144 cited
  • 2018Crude oil price prediction model with long short term memory deep learning based on prior knowledge data transfer139 cited
  • 2013The necessary and sufficient condition for GM(1,1) grey prediction model125 cited
  • 2017Crude oil price: Demand, supply, economic activity, economic policy uncertainty and wars – From the perspective of structural equation modelling (SEM)121 cited
  • 2019Monthly crude oil spot price forecasting using variational mode decomposition107 cited

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  • 2020Risk spillover effects from global crude oil market to China’s commodity sectors97 cited
  • 2019Impact of changes in crude oil trade network patterns on national economy87 cited
  • 2020Forecasting crude oil price volatility via a HM-EGARCH model78 cited
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    • 2021Forecasting carbon dioxide emissions in BRICS countries by exponential cumulative grey model32 cited