Crude Oil Price Prediction: A Nonparametric Approachdoi:10.2139/SSRN.2296902Yifeng Zhu
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One of the powerful features in the VantagePoint Software which Power Traders use daily is the Price Range prediction forecast. Here are the broad range of trading metrics on Crude Oil over the past year. These metrics tell you statistically what has occurred. What traders must always do is de...
This has made the prediction of crude oil price a top priority for researchers and scientists alike. In this paper we present an intelli 因为在原油上的价格的一个变化不变地影响其他物品和服务的费用原油的价格在世界的所有国家被栓到主要经济活动。 这做了原油价格的预言一件最优先考虑的事为研究员和...
As the second-largest oil producer and natural gas exporter, Russia’s war with Ukraine has severely impacted the energy market. To what extent has the war influenced crude oil prices, and has it altered the long-term dynamics of oil prices? An objective
In this paper, the prediction is called "true" if the predicted variation of the oil price has the same sign as the actual variation, otherwise the prediction is "false". It is shown that for several randomly selected durations, the true prediction is considerably higher than the result of ...
Prediction: In the short term, oil prices will continue to operate at high levels, and it is not ruled out that they may continue to rise after later adjustments. This is mainly due to the unresolved supply side risks and the difficulty in cooling geopolitical conflicts. Moreover, the arriva...
"This judgment is actually based on different positions. There has been a big controversy over the prediction of peak oil demand." From the perspective of a large oil producer, OPEC will make a more positive judgment on its oil production capacity ...
Crude oil is one of the world’s most important commodities, and its price can have ripple effects through the broader economy. Rising oil prices mean higher gasoline prices at the pump, higher shipping costs, and increased input costs for producers. Crude oil prices are driven mainly by the ...
In this study, a Al-agent-based trapezoidal fuzzy ensemble forecasting model is proposed for crude oil price prediction. In the proposed ensemble model, some single AI models are first used as predictors for crude oil price prediction. Then these single prediction results produced by the single ...