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基于沪深300股指期货合约的日内高频跨期统计套利策略 被引量:6

Statistical calendar spread arbitrage strategy using intraday high frequency data of the Shanghai and Shenzhen 300 stock index futures
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摘要 该文进行沪深300股指期货高频日内跨期统计套利策略研究,设计了沪深300指数期货跨期价差描述模型及套利交易触发与停止模型以及相应的参数估计方法,通过组合以上2个模型构造出了日内高频跨期统计套利策略算法,并使用0.5s取样数据,基于较为严苛的交易成本假设,实证验证了上述套利策略算法的有效性。 This study analyzes statistical calendar spread arbitrage strategies based on intraday high frequency data for the Shanghai and Shenzhen 300 stock index futures using a model designed to explain the price spread between two Shanghai and Shenzhen 300 stock index future contracts and a model to trigger or stop arbitrage trades.The two models are then combined into a single arbitrage strategy algorithm for Shanghai and Shenzhen 300 stock index futures with methods given to estimate the proper model parameters.A half second of sample data is used to empirically validate the algorithm's effectiveness with a strict hypothesis on transaction cost.
出处 《清华大学学报(自然科学版)》 EI CAS CSCD 北大核心 2014年第8期1080-1086,共7页 Journal of Tsinghua University(Science and Technology)
基金 国家自然科学基金资助项目(70871071 71272024)
关键词 股指期货 统计套利 跨期套利 高频套利 stock index futures statistical arbitrage calendar spread arbitrage high frequency arbitrage
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参考文献17

  • 1Pole A.Statistical Arbitrage:Algorithmic Trading Insights and Techniques[M].Hoboken,USA:John Wiley&Sons,2007. 被引量:1
  • 2MacKinlay A C,Ramaswamy K.Index-futures arbitrage and the behavior of stock index futures prices[J].Review of Financial Studies,1988,1(2):137-158. 被引量:1
  • 3Burgess A N.Statistical arbitrage models of the FTSE 100[J].Computational Finance,1999,4(1):297-312. 被引量:1
  • 4Hogan S,Jarrow R,Teo M,et al.Testing market efficiency using statistical arbitrage with applications to momentum and value strategies[J].Journal of Financial Economics,2004,73(3):525-565. 被引量:1
  • 5LIN Yanxia,McCrae M,Gulati C.Loss protection in pairs trading through minimum profit bounds:A cointegration approach[J].Journal of Applied Mathematics and Decision Sciences,2006:1-14. 被引量:1
  • 6Thomaidis N S,Kondakis N,Dounias G D.An intelligent statistical arbitrage trading system[C]//Advances in Artificial Intelligence.New York,USA:Springer,2006:596-599. 被引量:1
  • 7Dunis C L,Giorgioni G,Laws J,et al.Statistical Arbitrage and High-Frequency Data with an Application to Eurostoxx50Equities[R].Liverpool,UK:Liverpool Business School,2010. 被引量:1
  • 8Avellaneda M,Lee J H.Statistical arbitrage in the US equities market[J].Quantitative Finance,2010,10(7):761-782. 被引量:1
  • 9韩广哲,陈守东.统计套利模型研究——基于上证50指数成份股的检验[J].数理统计与管理,2007,26(5):908-916. 被引量:21
  • 10叶恒洁.基于协整的统计套利实证研究[J].中国商贸,2009(08X):238-238. 被引量:8

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