Introducing Hurst exponent in pair trading

作者: J.P. Ramos-Requena , J.E. Trinidad-Segovia , M.A. Sánchez-Granero

DOI: 10.1016/J.PHYSA.2017.06.032

关键词: CointegrationEconometricsMathematicsMathematical economicsMean reversionHurst exponentFinancial marketLong memoryPairs tradeDrawdown (economics)

摘要: Abstract In this paper we introduce a new methodology for pair trading. This method is based on the calculation of Hurst exponent pair. Our approach inspired by classical concepts co-integration and mean reversion but joined under unique strategy. We will show how presents better results than Distance Method Correlation strategies in different scenarios. Results obtained prove that consistent suitable reducing drawdown trading over ones getting as result performance.

参考文章(50)
Miguel Ángel Sánchez, Juan E Trinidad, José García, Manuel Fernández, None, The Effect of the Underlying Distribution in Hurst Exponent Estimation PLOS ONE. ,vol. 10, pp. e0127824- 17 ,(2015) , 10.1371/JOURNAL.PONE.0127824
Wayne Weddington, Carol Alexander, Ian Giblin, Cointegration and asset allocation: a new active hedge fund strategy Elsevier. ,(2002)
Jozef Barunik, Ladislav Kristoufek, On Hurst exponent estimation under heavy-tailed distributions Physica A-statistical Mechanics and Its Applications. ,vol. 389, pp. 3844- 3855 ,(2010) , 10.1016/J.PHYSA.2010.05.025
Atin Das, Pritha Das, Does composite index of NYSE represents chaos in the long time scale Applied Mathematics and Computation. ,vol. 174, pp. 483- 489 ,(2006) , 10.1016/J.AMC.2005.04.096
Ahmed BenSaïda, Noisy chaos in intraday financial data: Evidence from the American index Applied Mathematics and Computation. ,vol. 226, pp. 258- 265 ,(2014) , 10.1016/J.AMC.2013.10.064
John Geweke, Susan Porter-Hudak, THE ESTIMATION AND APPLICATION OF LONG MEMORY TIME SERIES MODELS Journal of Time Series Analysis. ,vol. 4, pp. 221- 238 ,(1983) , 10.1111/J.1467-9892.1983.TB00371.X
Uwe Hassler, MIS)SPECIFICATION OF LONG MEMORY IN SEASONAL TIME SERIES Journal of Time Series Analysis. ,vol. 15, pp. 19- 30 ,(1994) , 10.1111/J.1467-9892.1994.TB00174.X
M.A. Sánchez Granero, J.E. Trinidad Segovia, J. García Pérez, Some comments on Hurst exponent and the long memory processes on capital markets Physica A-statistical Mechanics and Its Applications. ,vol. 387, pp. 5543- 5551 ,(2008) , 10.1016/J.PHYSA.2008.05.053
Francis X. Diebold, Glenn D. Rudebusch, Long memory and persistence in aggregate output Journal of Monetary Economics. ,vol. 24, pp. 189- 209 ,(1989) , 10.1016/0304-3932(89)90003-2