Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications
Online ISSN : 2188-4749
Print ISSN : 2188-4730
第49回ISCIE「確率システム理論と応用」国際シンポジウム(2017年11月, 広島)
Analysis of Exchange Rates and Gold Price Using Relative Noise Contribution
Yuta ShimazakiKazuyuki NakamuraYoko Tanokura
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ジャーナル フリー

2018 年 2018 巻 p. 142-146

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We analyze the time series of exchange rates and gold price, USD/JPY, EUR/USD, USD/CHF, GBP/USD and XAU/USD, in the period before and after the bankruptcy of Lehman Brothers by using relative noise contribution. Relative noise contribution detects the influences among multiple time series. As a result, we found the exchange rates and gold price are basically driven by their own influence. However, when the affairs happened, they sometimes were driven by other rates or price. In addition, the reaction to the affairs is changed before and after the bankruptcy of Lehman Brothers. These may result in the difference of trader's ideas between before and after of the bankruptcy. This result implies that the framework has a potential to find some relationship among the markets and participant's behavior.
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© 2018 ISCIE Symposium on Stochastic Systems Theory and Its Applications
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