Testing the Granger Noncausality Hypothesis in Stationary Nonlinear Models of Unknown Functional Form

References

• Ashley , R. , Granger , C. W. J. and Schmalensee , R. 1980 . Advertising and aggregate consumption: An analysis of causality . Econometrica , 48 : 1149 – 1168 .
   Web of Science ®Google Scholar
• Baek , E. G. and Brock , W. A. 1992 . A general test for nonlinear Granger causality: Bivariate model . Working Paper, Iowa State University and University of Wisconsin, Madison
   Google Scholar
• Bell , D. , Kay , J. and Malley , J. 1996 . A non-parametric approach to non-linear causality testing . Economics Letters , 51 : 7 – 18 .
   Web of Science ®Google Scholar
• Bewley , R. 1986 . Allocation Models , Massachusetts: Ballinger Publishing Company : Cambridge .
   Google Scholar
• Boccaletti , S. , Valladares , D. L. , Pecora , L. M. , Geffert , H. P. and Carroll , T. 2002 . Reconstructing embedding spaces of coupled dynamical systems from multivariate data . Physical Review E , 65 : 035204-1–035204-4
   Web of Science ®Google Scholar
• Breusch , T. 1978 . Testing for autocorrelation in dynamic linear models . Australian Economic Papers , 17 : 334 – 355 .
   Web of Science ®Google Scholar
• Brock , W. A. , Dechert , W. D. , Scheinkman , J. A. and LeBaron , B. D. 1996 . A test for independence based on the correlation dimension . Econometric Reviews , 15 : 197 – 235 .
   Google Scholar
• Castle , J. L. and Hendry , D. F. 2010 . A low-dimension portmanteau test for non-linearity . Journal of Econometrics , 150 : 231 – 245 .
   Web of Science ®Google Scholar
• Chen , Y. , Rangarjan , G. , Feng , J. and Ding , M. 2004 . Analyzing multiple nonlinear time series with extended Granger causality . Physics Letters A , 324 : 26 – 35 .
   Web of Science ®Google Scholar
• Davidson , R. and MacKinnon , M. J. G. 1998 . Graphical methods for investigating the size and power of hypothesis tests . The Manchester School , 66 : 1 – 26 .
   Web of Science ®Google Scholar
• Evans , L. and Wells , G. 1983 . Pierce and Haugh on characterizations of causality. A re-examination . Journal of Econometrics , 23 : 331 – 335 .
   Web of Science ®Google Scholar
• Godfrey , L. 1978 . Testing for higher order serial correlation in regression equations when the regressors include lagged dependent variables . Econometrica , 46 : 1303 – 1310 .
   Web of Science ®Google Scholar
• Granger , C. W. J. 1969 . Investigating causal relations by econometric models and cross-spectral methods . Econometrica , 37 : 424 – 438 .
   Web of Science ®Google Scholar
• Harvill , J. L. and Ray , B. K. 1999 . A note on tests for nonlinearity in a vector time series . Biometrika , 86 : 728 – 734 .
   Web of Science ®Google Scholar
• Hiemstra , C. and Jones , J. D. 1994 . Testing for linear and nonlinear Granger causality in stock price-volume relation . Journal of Finance , 49 : 1639 – 1664 .
   Web of Science ®Google Scholar
• Li , J. 2006 . Testing Granger causality in the presence of threshold effects . International Journal of Forecasting , 22 : 771 – 780 .
   Web of Science ®Google Scholar
• Luukkonen , R. , Saikkonen , P. and Teräsvirta , T. 1988 . Testing linearity against smooth transition autoregressive models . Biometrika , 75 : 491 – 499 .
   Web of Science ®Google Scholar
• Lütkepohl , H. 2005 . New Introduction to Multiple Time Series Analysis , Berlin : Springer Verlag .
   Google Scholar
• Peguin-Feissolle , A. , Strikholm , B. and Teräsvirta , T. 2008 . Testing the Granger noncausality hypothesis in stationary nonlinear models of unknown functional form. CREATES Research Paper 2008-19, Aarhus University, Aarhus, Denmark .
   Google Scholar
• Pierce , D. A. and Haugh , L. D. 1979 . The characterization of instantaneous causality: A comment . Journal of Econometrics , 10 : 257 – 259 .
   Google Scholar
• Rech , G. , Teräsvirta , T. and Tschernig , R. 2001 . A simple variable selection technique for nonlinear models . Communications in Statistics, Theory and Methods , 30 : 1227 – 1241 .
   Web of Science ®Google Scholar
• Royden , H. L. 1963 . Real Analysis , New York : Macmillan .
   Google Scholar
• Skalin , J. and Teräsvirta , T. 1999 . Another look at Swedish business cycles, 1861-1988 . Journal of Applied Econometrics , 14 : 359 – 378 .
   Web of Science ®Google Scholar
• Stensholt , B. K. and Tjøstheim , D. 1987 . Multiple bilinear time series models . Journal of Time Series Analysis , 8 : 221 – 233 .
   Google Scholar