原油价格模糊时间序列预测

Xiaoxiao Zhang, Qizong Wu, Jianfeng Zhang
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引用次数: 15

摘要

预测油价走势对投资者来说非常重要。模糊时间序列结合了人们的主观态度和客观历史价值,可以帮助人们解决预测问题。它已被应用于股票指数、大学招生、汇率和旅游预测等许多领域。本文将模糊时间序列引入到原油短期价格预测中。我们以West Taxes Intermediate油为例。为了评估我们的方法的性能,我们使用均方根误差方法。实验表明,模糊时间序列具有较好的预测效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Crude oil price forecasting using fuzzy time series
Predicting oil price movements is very important for investors. Fuzzy time series which combine people's subjective attitude and objective history values can help people to solve forecasting problems. It has been applied to many areas such as stock index, university enrollments, exchange rates and tourism forecasting. This paper brings fuzzy time series into short term crude oil price forecasting. We use West Taxes Intermediate oil as an example. To evaluate our method's performances, we use root mean square error method. Experiments show that fuzzy time series can produce good forecast results.
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