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Research Papers

Hidden noise structure and random matrix models of stock correlations

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Pages 567-572 | Received 10 Nov 2010, Accepted 15 Nov 2011, Published online: 22 Mar 2012

References

  • Avellaneda , M and Lee , J-H . 2008 . Statistical arbitrage in the U.S. equities market . Working Paper Series , Available online at: SSRN: http://ssrn.com/abstract=1153505
  • Biroli , G , Bouchaud , J-P and Potters , M . 2007a . On the top eigenvalue of heavy-tailed random matrices . Europhys. Lett. , 78 ( 1 ) : 10001-p1 – 10001-p5 .
  • Biroli , G , Bouchaud , J-P and Potters , M . 2007b . The student ensemble of correlation matrices: Eigenvalue spectrum and Kullback-Leibler entropy . Acta Phys. Pol. B , 38 ( 13 ) : 4009 – 4026 .
  • Bouchaud , J-P and Potters , M . 2003 . Theory of Financial Risk and Derivative Pricing , Cambridge : Cambridge University Press .
  • Burda , Z , Jurkiewicz , J and Waclaw , B . 2005 . Spectral moments of correlated Wishart matrices . Phys. Rev. E , 71 : 026111 – 026122 .
  • Burda , Z , Görlich , A and Waclaw , B . 2006 . Spectral properties of empirical covariance matrices for data with power law tails . Phys. Rev. E , 74 : 041129 – 041136 .
  • Dimov , I . Shiber, D., Kolm, P. and Maclin, L., in preparation, 2011
  • Gopikrishnan , P . Rosenow, B., Plerou, V. and Stanley, H.E., Identifying business sectors from stock price fluctuations. arXiv:cond-mat/0011145, 2000
  • Kulkarni , V and Deo , N . 2007 . Correlation and volatility in an Indian stock market: A random matrix approach . Europhys. J. B , 60 : 101 – 109 .
  • Laloux , L , Cizeau , P , Bouchaud , J-P and Potters , M . 1999 . Noise dressing of financial correlation matrices . Phys. Rev. Lett. , 83 : 1467 – 1470 .
  • Lillo , F and Mantegna , RN . 2005 . Spectral density of the correlation matrix of factor models: A random matrix theory approach . Phys. Rev. E , 72 : 016219 – 016229 .
  • Mantegna , RN . 1999 . Hierarchical structure in financial markets . Europhys. J. B , 11 : 193 – 197 .
  • Marčenko , V and Pastur , L . 1967 . Distribution of eigenvalues for some sets of random matrices . Math. USSR-Sbornik , : 457 – 483 .
  • Mehta , ML . 1991 . Random Matrices , Boston : Academic Press .
  • Pan , R and Sinha , S . 2007 . Collective behavior of stock price movements in an emerging market . Phys. Rev. E , 76 : 046116 – 046125 .
  • Plerou , V , Gopikrishnan , P , Rosenow , B , Amaral , LN and Stanley , HE . 1999 . Universal and nonuniversal properties of cross correlations in financial time series . Phys. Rev. Lett. , 83 : 1471 – 1474 .
  • Plerou , V , Gopikrishnan , P , Rosenow , B , Amaral , LN , Guhr , T and Stanley , HE . 2002 . Random matrix approach to cross correlations in financial data . Phys. Rev. E , 65 : 066126 – 066144 .
  • Potters , M , Bouchaud , J-P and Laloux , L . 2005 . Financial applications of random matrix theory: Old laces and new pieces . Acta Phys. Pol. B , 36 : 2767 – 2784 .
  • Sengupta , AM and Mitra , PP . 1999 . Distributions of singular values for some random matrices . Phys. Rev. E , 60 : 3389 – 3392 .
  • Shen , J and Zheng , B . 2009 . Cross-correlation in financial dynamics . Europhys. Lett. , 86 : 48005-p1 – 48005-p6 .
  • Utsugi , A , Kazusumi , I and Oshikawa , M . 2004 . Random matrix theory analysis of cross correlations in financial markets . Phys. Rev. E , 70 : 026110 – 026121 .

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