加密货币市场中的配对交易策略研究

Journal: Economics DOI: 10.12238/ej.v8i6.2644

李书雨

南开大学金融学院

Abstract

本研究基于2021年1月-2022年6月加密货币市场数据,检验配对交易策略在不同类型加密货币对中的有效性,并对比最小距离法(SSD)与协整法的适用性差异。实证发现SSD方法配对策略在三类货币对中均实现显著正收益,验证了配对交易策略有跨资产的普适性;协整法在样本内表现更优,但样本外可能因协整关系失效导致策略亏损;相比协整法,SSD方法在加密货币市场中有更强的环境鲁棒性。

Keywords

配对交易;加密货币;协整;最小距离

References

[1] GATEV E,GOETZMANN W N, ROUWENHORST K G. Pairs Trading: Performance of a Relative Value Arbitrage Rule[J].Social Sci ence Electronic Publishing,2006,19(3):797-827.
[2] DO B H, FAFF R W. Are Pairs Trading Profits Robust to Trading Costs?[J].Social Science Electronic Publishing,2012,35(2):261-87.
[3] VIDYAMURTHY G.Pairs Trading: quantitative methods and analysis[M].John Wiley & Sons,2004.
[4] 胡伦超,余乐安,汤铃.融资融券背景下证券配对交易策略研究——基于协整和距离的两阶段方法[J].中国管理科学,2016,24(4):9.
[5] DOB, FAFF R. Does Simple Pairs Trading Still Work? [J]. Financial Analysts Journal,2010,66(4):83-95.
[6] NATH P.High Frequency Pairs Trading with U.S. Treasury Securities:Risks and Rewards for Hedge Funds[J].SSRN Electr onic Journal,2004.
[7] MORI M,ZIOBROWSKI A J.Performance of Pairs Trading Strategy in the U.S.REIT Market[J].Real Estate Economics,2011, 39(3):409-28.
[8] 仇中群,程希骏.基于协整的股指期货跨期套利策略模型[J].系统工程,2008,26(12):4.

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