Granger causal relations among Greater China stock markets: a nonlinear perspective
This article uses linear and nonlinear Granger causality tests to study Granger causal relations among the stock markets of Greater China. In sharp contrast to the results disclosed by its linear counterpart, a nonlinear causality test provides evidence of isolated bi-directional causal relations between two Chinese stock markets and between the HKSE and the TWSE in the earlier period of 1992 to 1999. The nonlinear causality test further shows that, in the later period of 2000 to 2008, Granger causal relations have been strengthened and that Chinese stock markets are well connected with their neighbour markets, the HKSE and the TWSE, and they are playing a most influential role among the stock markets of Greater China.
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Volume (Year): 21 (2011)
Issue (Month): 19 ()
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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Seungwook Bahng & Seung-Myo Shin, 2004. "Interactions of stock markets within the greater China economic bloc," Global Economic Review, Taylor & Francis Journals, vol. 33(3), pages 43-60.
- Sjoo, Boo & Zhang, Jianhua, 2000. "Market segmentation and information diffusion in China's stock markets," Journal of Multinational Financial Management, Elsevier, vol. 10(3-4), pages 421-438, December.
- Groenwold, Nicolaas & Tang, Sam Hak Kan & Wu, Yanrui, 2004.
"The dynamic interrelationships between the greater China share markets,"
China Economic Review,
Elsevier, vol. 15(1), pages 45-62, January.
- Nicolaas Groenewold & Sam Hak Kan Tang & Yanrui Wu, 2002. "The Dynamic Interrelationships Between the Greater China Share Markets," Economics Discussion / Working Papers 02-02, The University of Western Australia, Department of Economics.
- Allan w. Gregory & Bruce E. Hansen, 1992.
"residual-Based Tests for Cointegration in Models with Regime Shifts,"
862, Queen's University, Department of Economics.
- Gregory, Allan W. & Hansen, Bruce E., 1996. "Residual-based tests for cointegration in models with regime shifts," Journal of Econometrics, Elsevier, vol. 70(1), pages 99-126, January.
- Gregory, A.W. & Hansen, B.E., 1992. "Residual-Based Tests for Cointegration in Models with Regime Shifts," RCER Working Papers 335, University of Rochester - Center for Economic Research (RCER).
- Diks, C.G.H. & Panchenko, V., 2004.
"A new statistic and practical guidelines for nonparametric Granger causality testing,"
CeNDEF Working Papers
04-11, Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance.
- Diks, Cees & Panchenko, Valentyn, 2006. "A new statistic and practical guidelines for nonparametric Granger causality testing," Journal of Economic Dynamics and Control, Elsevier, vol. 30(9-10), pages 1647-1669.
- James G. MacKinnon & Alfred A. Haug & Leo Michelis, 1996.
"Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration,"
1996_07, York University, Department of Economics.
- MacKinnon, James G & Haug, Alfred A & Michelis, Leo, 1999. "Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(5), pages 563-77, Sept.-Oct.
- Mackinnon, J.G. & Haug, A.A. & Michelis, L., 1996. "Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration," G.R.E.Q.A.M. 96a09, Universite Aix-Marseille III.
- Huh, Hyeon-seung, 2002. "GDP growth and the composite leading index: a nonlinear causality analysis for eleven countries," Economics Letters, Elsevier, vol. 77(1), pages 93-99, September.
- Paul Mcguinness, 1997. "Inter-day return behaviour for stocks quoted 'back-to-back' in Hong Kong and London," Applied Economics Letters, Taylor & Francis Journals, vol. 4(8), pages 459-464.
- Jinghan Cai & Yuming Li & Yuehua Qi, 2006. "The Day-of-the-Week Effect: New Evidence from the Chinese Stock Market," Chinese Economy, M.E. Sharpe, Inc., vol. 39(2), pages 71-88, April.
- Qiao, Zhuo & Smyth, Russell & Wong, Wing-Keung, 2008. "Volatility switching and regime interdependence between information technology stocks 1995-2005," Global Finance Journal, Elsevier, vol. 19(2), pages 139-156.
- Zivot, Eric & Andrews, Donald W K, 1992.
"Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis,"
Journal of Business & Economic Statistics,
American Statistical Association, vol. 10(3), pages 251-70, July.
- Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
- Eric Zivot & Donald W.K. Andrews, 1990. "Further Evidence on the Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Cowles Foundation Discussion Papers 944, Cowles Foundation for Research in Economics, Yale University.
- Tom Doan, . "ZIVOT: RATS procedure to perform Zivot-Andrews Unit Root Test," Statistical Software Components RTS00236, Boston College Department of Economics.
- Chung-Hua Shen & Chien-Fu Chen & Li-Hsueh Chen, 2007. "An empirical study of the asymmetric cointegration relationships among the Chinese stock markets," Applied Economics, Taylor & Francis Journals, vol. 39(11), pages 1433-1445.
- Asli Ogunc & Srinivas Nippani & Kenneth Washer, 2009. "Seasonality tests on the Shanghai and Shenzhen stock exchanges: an empirical analysis," Applied Financial Economics, Taylor & Francis Journals, vol. 19(9), pages 681-692.
- Martin Laurence & Francis Cai & Sun Qian, 1997. "Weak-form Efficiency and Causality Tests in Chinese Stock Markets," Multinational Finance Journal, Multinational Finance Journal, vol. 1(4), pages 291-307, December.
- Qiao, Zhuo & Li, Yuming & Wong, Wing-Keung, 2008. "Policy change and lead-lag relations among China's segmented stock markets," Journal of Multinational Financial Management, Elsevier, vol. 18(3), pages 276-289, July.
- Eduardo Roca & Victor Wong, 2008. "An analysis of the sensitivity of Australian superannuation funds to market movements: a Markov regime switching approach," Applied Financial Economics, Taylor & Francis Journals, vol. 18(7), pages 583-597.
- Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
- Chakravarty, Sugato & Sarkar, Asani & Wu, Lifan, 1998.
"Information asymmetry, market segmentation and the pricing of cross-listed shares: theory and evidence from Chinese A and B shares,"
Journal of International Financial Markets, Institutions and Money,
Elsevier, vol. 8(3-4), pages 325-356, December.
- Sugato Chakravarty & Asani Sarkar & Lifan Wu, 1998. "Information asymmetry, market segmentation, and the pricing of cross-listed shares: theory and evidence from Chinese A and B shares," Research Paper 9820, Federal Reserve Bank of New York.
- Robert Brooks & Vanitha Ragunathan, 2003. "Returns and volatility on the Chinese stock markets," Applied Financial Economics, Taylor & Francis Journals, vol. 13(10), pages 747-752.
- John Okunev & Pat Wilson, 1995.
"Using Non-Linear Tests to Examine Integration Between Real Estate and Equity Markets,"
Working Paper Series
47, Finance Discipline Group, UTS Business School, University of Technology, Sydney.
- John Okunev & Patrick J. Wilson, 1997. "Using Nonlinear Tests to Examine Integration Between Real Estate and Stock Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 25(3), pages 487-503.
- Hiemstra, Craig & Jones, Jonathan D, 1994. " Testing for Linear and Nonlinear Granger Causality in the Stock Price-Volume Relation," Journal of Finance, American Finance Association, vol. 49(5), pages 1639-64, December.
- Geert Bekaert & Campbell R. Harvey & Angela Ng, 2005.
"Market Integration and Contagion,"
The Journal of Business,
University of Chicago Press, vol. 78(1), pages 39-70, January.
- Huang, Bwo-Nung & Yang, Chin-Wei & Hu, John Wei-Shan, 2000. "Causality and cointegration of stock markets among the United States, Japan and the South China Growth Triangle," International Review of Financial Analysis, Elsevier, vol. 9(3), pages 281-297.
- Engle, Robert & Granger, Clive, 2015.
"Co-integration and error correction: Representation, estimation, and testing,"
Publishing House "SINERGIA PRESS", vol. 39(3), pages 106-135.
- Engle, Robert F & Granger, Clive W J, 1987. "Co-integration and Error Correction: Representation, Estimation, and Testing," Econometrica, Econometric Society, vol. 55(2), pages 251-76, March.
- Patricia Chelley-Steeley & Weihua Qian, 2005. "Testing for market segmentation in the A and B share markets of China," Applied Financial Economics, Taylor & Francis Journals, vol. 15(11), pages 791-802.
- Sheppard, Kevin & Cappiello, Lorenzo & Engle, Robert F., 2003.
"Asymmetric dynamics in the correlations of global equity and bond returns,"
Working Paper Series
0204, European Central Bank.
- Lorenzo Cappiello & Robert F. Engle & Kevin Sheppard, 2006. "Asymmetric Dynamics in the Correlations of Global Equity and Bond Returns," Journal of Financial Econometrics, Society for Financial Econometrics, vol. 4(4), pages 537-572.
- Andrew W. Lo, A. Craig MacKinlay, 1988.
"Stock Market Prices do not Follow Random Walks: Evidence from a Simple Specification Test,"
Review of Financial Studies,
Society for Financial Studies, vol. 1(1), pages 41-66.
- Tom Doan, . "VRATIO: RATS procedure to implement variance ratio unit root test procedure," Statistical Software Components RTS00231, Boston College Department of Economics.
- Andrew W. Lo & A. Craig MacKinlay, 1987. "Stock Market Prices Do Not Follow Random Walks: Evidence From a Simple Specification Test," NBER Working Papers 2168, National Bureau of Economic Research, Inc.
- Gary Gang Tian & Guang Hua Wan, 2004. "Interaction among China-related stocks: evidence from a causality test with a new procedure," Applied Financial Economics, Taylor & Francis Journals, vol. 14(1), pages 67-72.
- Lee, Tae-Hwy & White, Halbert & Granger, Clive W. J., 1993.
"Testing for neglected nonlinearity in time series models : A comparison of neural network methods and alternative tests,"
Journal of Econometrics,
Elsevier, vol. 56(3), pages 269-290, April.
- Tom Doan, . "REGWHITENNTEST: RATS procedure to perform White neural network test on regression," Statistical Software Components RTS00183, Boston College Department of Economics.
- Tom Doan, . "REGRESET: RATS procedure to perform Ramsey RESET test on regression," Statistical Software Components RTS00181, Boston College Department of Economics.
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