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A literature review on gold price predictive techniques

机译:黄金价格预测技术文献综述

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摘要

As the value of gold cannot be blindly rejected, forecasting the future prices of gold has long been an intriguing topic and is extensively studied by researchers from different fields including economics, statistics, and computer science. The motivation for these studies is naturally to predict the future prices so that gold can be bought and sold at profitable positions and reduce the risk of investment. However, there are still a lot of un-tackled questions and room for improvements in these forecasting techniques. This is because there are no optimal models for all forecasting problems. Different question needs a different answer; therefore, more experiments and modeling need to be done in order for researcher to enhance their findings. The target of this paper is to present a critical literature review and an up to date bibliography on gold forecasting techniques over the world. Various forecasting techniques concerning the gold price prediction have been highlighted including basic forecasting approached such as Artificial Neural Networks (ANN), hybrid forecasting approach, Swarm Intelligence approach and so on.
机译:由于不能盲目地拒绝黄金的价值,因此预测黄金的未来价格一直是一个有趣的话题,并且被经济学,统计学和计算机科学等不同领域的研究人员广泛研究。这些研究的动机自然是预测未来价格,以便可以在有利可图的头寸上买卖黄金并降低投资风险。但是,这些预测技术仍存在许多未解决的问题和改进的余地。这是因为没有针对所有预测问题的最佳模型。不同的问题需要不同的答案;因此,为了使研究人员能够增强他们的发现,需要做更多的实验和建模。本文的目的是提供有关全球黄金预测技术的重要文献综述和最新书目。与金价预测有关的各种预测技术已被重点介绍,包括基本预测方法,例如人工神经网络(ANN),混合预测方法,Swarm Intelligence方法等。

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