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ARCH model 1 ARCH-Modell 1 Artificial intelligence 1 Commodity derivative 1 Commodity exchange 1 Commodity market 1 FIGARCH 1 Financial market 1 Finanzmarkt 1 Forecast 1 Forecasting model 1 GARCH models 1 Gold 1 Künstliche Intelligenz 1 Prognose 1 Prognoseverfahren 1 Rohstoffderivat 1 Rohstoffmarkt 1 SVR 1 Volatility 1 Volatilität 1 Warenbörse 1 cocoafutures 1 commodity markets 1 forecasting 1 gold futures 1 machine learning 1 volatility 1 volatility forecast 1
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Ampountolas, Apostolos 1
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International Journal of Financial Studies : open access journal 1
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Enhancing forecasting accuracy in commodity and financial markets : insights from GARCH and SVR Models
Ampountolas, Apostolos - In: International Journal of Financial Studies : open … 12 (2024) 3, pp. 1-20
The aim of this study is to enhance the understanding of volatility dynamics in commodity returns, such as gold and cocoa, as well as the financial market index S&P500. It provides a comprehensive overview of each model's efficacy in capturing volatility clustering, asymmetry, and long-term...
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