首页    期刊浏览 2025年02月28日 星期五
登录注册

文章基本信息

  • 标题:Experimental Comparison of HFT Pair Trading Strategies using Microsecond and Nanosecond Future Commodity Contracts Data
  • 本地全文:下载
  • 作者:Mantas Vaitonis ; Saulius Masteika
  • 期刊名称:Baltic Journal of Modern Computing
  • 印刷版ISSN:2255-8942
  • 电子版ISSN:2255-8950
  • 出版年度:2018
  • 卷号:6
  • 期号:2
  • 页码:1-22
  • DOI:10.22364/bjmc.2018.6.2.10
  • 出版社:Vilnius University, University of Latvia, Latvia University of Agriculture, Institute of Mathematics and Informatics of University of Latvia
  • 摘要:Nowadays, it is not necessary for humans to conduct trade; this task is performed by trading algorithms. The speed of trading is of the most importance, however, there are relatively few aoutademic researches on the increased speed of trading from milliseconds to nanoseconds. In order to address the aforementioned shortcoming, this research measures the differences in the effectiveness of the pairs trading strategies, emerging when microsecond and nanosecond data are included. The effect of the increased speed of data is analysed. We present different pairs trading strategies and one pair selection algorithm, based on the cointegration method. These trading strategies are implemented on five different commodity futures contracts using both microsecond and nanosecond historical data. The effectiveness is measured in accordance with the profit, generated at the end of the trading period. In order to measure the effectiveness of all presented pairs trading strategies, the Sharpe Ratio method was introduced.
  • 关键词:high frequency trading; statistical arbitrage; pairs trading; algorithmic trading; pair selection; correlation;
国家哲学社会科学文献中心版权所有