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Original Articles

A Nonparametric Test for Deviation from Randomness with Applications to Stock Market Index Data

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Pages 686-697 | Received 01 Sep 2010, Accepted 16 Dec 2011, Published online: 20 Nov 2012

References

  • Ali , M. M. and Sharma , S. C. 1993 . Robustness to nonnormality of the Durbin-Watson test for autocorrelations . Journal of Econometrics , 57 : 117 – 136 .
  • Andrews , D. W. K. 1993 . Tests for parameter instability and structural change with unknown change point . Econometrica , 61 : 821 – 856 .
  • Bandyopadhyay , U. , Biswas , A. and Mukherjee , A. 2008 . Controlling type-I error rate in monitoring structural changes using partially sequential procedures . Communication in Statistics—Simulation and Computation , 37 ( 3 ) : 466 – 485 .
  • Box , G. E. P. and Jenkins , G. M. 1976 . Time Series Analysis: Forecasting and Control , San Francisco , CA : Holden-Day . Rev. ed.
  • Charles , A. and Darné , O. 2009 . Variance-ratio tests of random walk: An overview . Journal of Economic Surveys , 23 : 503 – 527 .
  • Chen , W. W. and Deo , R. S. 2006 . The variance ratio statistic at large horizons . Econometric Theory , 22 : 206 – 234 .
  • Chow , K. V. and Denning , K. C. 1993 . A simple multiple variance ratio test . Journal of Econometrics , 58 : 385 – 401 .
  • Chu , C. J. , Stinchcombe , M. and White , H. 1996 . Monitoring structural change . Econometrica , 64 : 1045 – 1065 .
  • Cizeau , P. , Potters , M. and Bouchaud , J. 2001 . Correlation structure of extreme stock returns . Quantitative Finance , 1 : 217 – 222 .
  • Durbin , J. and Watson , G. S. 1950 . Testing for serial correlation in least squares regression: I . Biometrika , 37 : 409 – 428 .
  • Hoaglin , D. C. 1985 . “ Summarizing shape numerically: The g-and-h distributions ” . In Exploring Data Tables, Trends, and Shapes: Robust and Exploratory Technique , Edited by: Hoaglin , D. C. , Mosteller , F. and Tukey , J. W. 461 – 513 . Hoboken , NJ : John Wiley & Sons, Inc .
  • Ito , T. , Lyons , R. K. and Melvin , M. T. 1998 . Is there private information in the FX market? The Tokyo experiment . The Journal of Finance , 53 : 1111 – 1130 .
  • Ljung , G. M. and Box , G. E. P. 1978 . On a measure of lack of fit in time series models . Biometrika , 65 : 297 – 303 .
  • Lo , A. W. and MacKinlay , A. C. 1988 . Stock market prices do not follow random walks: Evidence from a simple specification test . The Review of Financial Studies , 1 : 41 – 66 .
  • Lo , A. W. and MacKinlay , A. C. 1989 . The size and power of the variance ratio test in finite samples: A Monte Carlo investigation . Journal of Econometrics , 40 : 203 – 238 .
  • Martinez , J. and Iglewicz , B. 1984 . Some properties of the Tukey g and h family of distributions . Communications in Statistics—Theory and Methods , 13 : 353 – 369 .
  • Mukherjee , A. and Bandyopadhyay , U. 2011 . Some partially sequential nonparametric tests for detecting linear trend . Journal of Statistical Planning and Inference , 8 : 2645 – 2655 .
  • Tukey , J. W. 1977 . Exploratory Data Analysis , Reading , MA : Addison-Wesley .
  • Wright , J. H. 2000 . Alternative variance-ratio tests using ranks and signs . Journal of Business & Economic Statistics , 18 : 1 – 9 .
  • Yahoo! Finance . 2010a . Dow Jones Industrial Average Available at: http://finance.yahoo.com/q/hp?s=%5EDJI+Historical+Prices (June 2010)
  • Yahoo! Finance . 2010b . S&P 500 Index Available at: http://finance.yahoo.com/q/hp?s=%5EGSPC+Historical+Prices (June 2010)
  • Yahoo! Finance . 2010c . NASDAQ Composite Available at: http://finance.yahoo.com/q/hp?s=%5EIXIC±Historical±Prices (June 2010)

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