人工知能学会第二種研究会資料
Online ISSN : 2436-5556
移動エントロピーを用いた銘柄間の影響度ネットワークの分析
小村 和輝鳥海 不二夫大橋 弘忠
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研究報告書・技術報告書 フリー

2014 年 2014 巻 FIN-012 号 p. 06-

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Recent research has explored the proper method to analyse the relationships in financial markets for risk management, In this paper, we apply transfer entropy to construct a stationary network which represents the information propagation between stocks. This network can differ significantly from other static networks, such as correlations network and minimal spanning tree network, because it can include the direction information. We demonstrate that this method reveals meaningful hidden relations of cause and effect between stocks.

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