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Original Articles

Nonparametric approach to intervention time series modeling

Pages 1397-1408 | Received 09 Oct 2010, Accepted 14 Dec 2011, Published online: 17 Jan 2012

References

  • Akaike , H. 1979 . A Bayesian extension of the minimum AIC procedure of autoregressive model fitting . Biometrika , 66 : 237 – 242 .
  • Ball , R. and Brown , P. 1968 . An empirical evaluation of accounting income numbers . J. Acc. Res. , 6 : 159 – 178 .
  • Box , G. E.P. and Tiao , G. C. 1975 . Intervention analysis with applications to economic and environmental problems . J. Amer. Statist. Assoc. , 70 : 70 – 79 .
  • Brown , S. and Warner , J. 1980 . Measuring security price performance . J. Financ. Econ. , 8 : 205 – 258 .
  • Brown , S. and Warner , J. 1985 . Using daily stock return: The case of event studies . J. Financ. Econ. , 14 : 3 – 31 .
  • Cai , Z. , Fan , J. and Yao , Q. 2000 . Functional-coefficient regression models for nonlinear time series . J. Amer. Statist. Assoc. , 95 : 941 – 956 .
  • Campbell , C. and Wasley , C. 1993 . Measuring security price performance using daily NASDAQ returns . J. Financ. Econ. , 33 : 73 – 92 .
  • Cook , R. D. 1998 . “ Regression Graphics: Ideas for Studying Regressions Through Graphics ” . New York : Wiley .
  • Cook , R. D. and Li , B. 2002 . Dimension reduction for the conditional mean in regression . Ann. Statist. , 30 : 455 – 474 .
  • Corrado , C. 1989 . A nonparametric test for abnormal security price performance in event studies . J. Financ. Econ. , 23 : 385 – 395 .
  • Cowan , A. 1992 . Nonparametric event study tests . Rev. Quant. Financ. Acc. , 2 : 343 – 358 .
  • Dombrow , J. , Rodriguez , M. and Sirmans , C. F. 2000 . A complete nonparametric event study approach . Rev. Quant. Financ. Acc. , 14 : 361 – 380 .
  • Enders , W. , Sandler , T. and Parise , G. F. 1992 . An econometric analysis of the impact of terrorism on tourism . Kyklos: Int. Rev. Soc. Sci. , 45 : 531 – 554 .
  • Fama , E. F. , Fisher , L. , Jensen , M. C. and Roll , R. 1969 . The adjustment of stock prices to new information . Int. Econ. Rev. , 10 : 1 – 21 .
  • Fan , J. and Yao , Q. 2003 . Nonlinear Time Series: Nonparametric and Parametric Methods , New York : Springer .
  • Hannan , E. J. 1980 . The estimation of the order of an ARMA process . Ann. Statist. , 8 : 1071 – 1081 .
  • Hannan , E. J. and Quinn , B. G. 1979 . The determination of the order of an autoregression . J. R. Statist. Soc. Ser. B , 41 : 190 – 195 .
  • Härdle , W. , Hall , P. and Ichimura , I. 1993 . Optimal smoothing in single-index models . Ann. Statist. , 21 : 157 – 178 .
  • Härdle , W. , Lükepohl , H. and Chen , R. 1997 . A review of nonparametric time series analysis . Int. Sta. Rev. , 65 : 49 – 72 .
  • Hotelling , H. 1936 . Relations between two sets of variates . Biometrika , 28 : 321 – 377 .
  • Larcker , D. F. , Gordon , L. A. and Pinches , G. E. 1980 . Testing for market efficiency: A comparison of cumulative average residual methodology and intervention analysis . J. Financ. Quant. Anal. , 15 : 267 – 287 .
  • Masry , E. and Fan , J. 1997 . Local polynomial estimation of regression functions for mixing processes . Scand. J. Statist. , 24 : 165 – 179 .
  • Park , J.-H. , Sriram , T. N. and Yin , X. 2009 . Central mean subspace in time series . J. Comput. Graph. Statist. , 18 ( 3 ) : 717 – 730 .
  • Parzen , E. 1977 . “ Multiple time series modeling: Determining the order of approximating autoregressive schemes ” . In Multivariate Analysis , Edited by: Krishnaiah , P. IV . 283 – 295 . Amsterdam : North-Holland .
  • Sarkar , A. and Kartikeyan , B. 1993 . Intervention analysis with nonlinear dependent noise variation . Statist. Probab. Lett. , 18 : 91 – 103 .
  • Scott , D. W. 1992 . Multivariate Density Estimation: Theory, Practice, and Visualization , New York : Wiley .
  • Shao , Y. 1997 . Multiple intervention analysis with application to sales promotion data . J. Appl. Stat. , 24 : 181 – 191 .
  • Shibata , R. 1976 . Selection of the order of an autoregressive model by Akaike's information criterion . Biometrika , 63 : 117 – 126 .
  • Stone , M. 1979 . Comments on model selection criteria of Akaike and Schwarz . J. R. Stat. Soc. Ser. B , 41 : 276 – 278 .
  • Tong , H. 1995 . A personal overview of non-linear time series analysis from a chaos perspective (with discussion) . Scand. J. Statist. , 22 : 399 – 445 .
  • Wei , W. W.S. 2006 . Time Series Analysis: Univariate and Multivariate Methods , 2 , Boston : Pearson and Addison Wesley .
  • Xia , Y. and Li , W. K. 1999 . On single-index coefficient regression models . J. Amer. Statist. Assoc. , 94 : 1275 – 1285 .
  • Xia , Y. , Tong , H. , Li , W. K. and Zhu , L. X. 2002 . An adaptive estimation of dimension reduction . J. R. Stat. Soc. Ser. B , 64 : 363 – 410 .
  • Ye , Z. and Weiss , R. E. 2003 . Using the bootstrap to select one of a new class of dimension reduction methods . J. Amer. Stat. Assoc. , 98 : 968 – 979 .
  • Yin , X. , Li , B. and Cook , R. D. 2008 . Successive direction extraction for estimating the central subspace in a multiple-index regression . J. Multivariate Anal. , 99 : 1733 – 1757 .

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