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In this paper, we examine the role that the Dalian Commodity Exchange (DCE) plays in the global price discovery of soybean futures. We employ Structural Vector Autoregressive (SVAR) and Vector Error Correction (VEC) models on the returns of the DCE and the Chicago Board of Trade (CBOT) soybean...
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A new measure of hedging pressure in commodity options markets—commercial hedgers’ net short option exposure—predicts option returns and changes in the slope of implied volatility curves. Puts are more expensive, and calls are cheaper, when values of option hedging pressure are greater....
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This paper proposes a novel approach, based on convolutional neural network (CNN) models, that forecasts the short-term crude oil futures prices with good performance. In our study, we confirm that artificial intelligence (AI)-based deep-learning approaches can provide more accurate forecasts of...
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