Prediction of international crude oil futures price based on GM(1,1)

Aimei Lin
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引用次数: 8

Abstract

Grey prediction method is characterized by small amount data, simple calculation and accurate prediction. On the basis of WTI crude oil futures monthly price of New York Mercantile Exchange (NYMEX) from June 2008 to Feb 2009, this paper gives a grey prediction model of intentional crude oil prices. The results show that the model of GM (1,1) is suitable for crude oil prices forecast. It predicts that the crude oil price on Feb 2009 is $37.55 per barrel. In contrast with the actual market price, the prediction accuracy is as high as 95.62%.
基于GM(1,1)的国际原油期货价格预测
灰色预测法具有数据量小、计算简单、预测准确等特点。以纽约商品交易所(NYMEX) 2008年6月至2009年2月WTI原油期货月度价格为基础,建立了原油意向价格的灰色预测模型。结果表明,GM(1,1)模型适用于原油价格预测。它预测2009年2月的原油价格为每桶37.55美元。与实际市场价格对比,预测准确率高达95.62%。
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