JSAI2020

Presentation information

General Session

General Session » J-13 AI application

[2L4-GS-13] AI application: Finance (1)

Wed. Jun 10, 2020 1:50 PM - 3:30 PM Room L (jsai2020online-12)

座長:水野貴之(国立情報学研究所)

3:10 PM - 3:30 PM

[2L4-GS-13-05] Cointegration Pairs Trading between Cryptocurrency Markets

〇Naoki Ohwada1, Tomoya Suzuki1 (1. Graduate School of Ibaraki University)

Keywords:Forex Market, Order Infomation, Machine Learning

We applied cointegration pairs trading to cryptocurrency markets.Cryptocurrency pairs were selected by the cointegration test based on the regression analysis,and the mean reversion of its residual was used for getting profits.However,because of the possibility that the cointegration is unsustainable,the diversified investment is important to stabilize profits of cointegration pairs trading in cryptocurrency markets.

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