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Author

Nazan Güngör Karyagdi

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Open access Sep 2026

Commodity Price Forecasting and Risk Dynamics Across Major Commodity Sectors: Evidence from Linear and Tree-Based Machine Learning Models

This paper intends to predict the prices of commodities in metals, energy, agriculture, and other industrial products sectors. This study covers a large span of about ten and a half years with 3484 daily observations starting from 7 April 2016 to 7 April 2026. The commodities taken into account for this study are: gold...

Ahmet Kaya, Nazan Güngör Karyagdi, Mehmet Ozcalici et al. · 0 citations

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