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Correlations in Returns and Volatilities in Pacific-Rim Stock Markets

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Author Info
Nicholas Tay ()
Zhen Zhu ()

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Abstract

Most studies on the correlations in stock returns and volatilities focus on the contemporaneous relationships and spillover effects in major stock markets such as the US and Japan. This paper adds to the literature by focusing on the dynamic relationship in the volatilities of the returns in the Pacific-Rim stock markets. The causality in variances test method of Cheung and Ng (1996), a multivariate GARCH model and VAR analyses are employed to model conditional volatilities and study the dynamic responses of volatilities to innovations in conditional variances. The results suggest that while the stock markets are correlated in returns and volatilities contemporaneously and with lags, idiosyncratic factors play important roles in national stock markets. In addition, the dynamic adjustment of the market return volatilities can take a much longer time than previously reported in some of the countries studied. Copyright Kluwer Academic Publishers 2000

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File URL: http://hdl.handle.net/10.1023/A:1008349012883
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Publisher Info
Article provided by Springer in its journal Open Economies Review.

Volume (Year): 11 (2000)
Issue (Month): 1 (January)
Pages: 27-47
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Handle: RePEc:kap:openec:v:11:y:2000:i:1:p:27-47

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Related research
Keywords: stock return and volatility; causality in variance test; M-GARCH model; VAR analysis; short-run dynamic analysis;

References listed on IDEAS
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  1. Cheung, Yin-Wong & Ng, Lilian K., 1996. "A causality-in-variance test and its application to financial market prices," Journal of Econometrics, Elsevier, vol. 72(1-2), pages 33-48. [Downloadable!] (restricted)
  2. Glick, Reuven & Rose, Andrew K, 1998. "Contagion and Trade: Why are Currency Crises Regional," CEPR Discussion Papers 1947, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
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  3. Chung, Pin J. & Liu, Donald J., 1994. "Common stochastic trends in pacific rim stock markets," The Quarterly Review of Economics and Finance, Elsevier, vol. 34(3), pages 241-259. [Downloadable!] (restricted)
  4. Karolyi, G Andrew, 1995. "A Multivariate GARCH Model of International Transmissions of Stock Returns and Volatility: The Case of the United States and Canada," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(1), pages 11-25, January.
  5. Chowdhury, Abdur R., 1994. "Stock market interdependencies: Evidence from the asian NIEs," Journal of Macroeconomics, Elsevier, vol. 16(4), pages 629-651. [Downloadable!] (restricted)
  6. K.C. Chan & G. Andrew Karolyi & Rene M. Stulz, 1992. "Global Financial Markets and the Risk Premium on U.S. Equity," NBER Working Papers 4074, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  7. George M. von Furstenberg & Bang Nam Jeon, 1989. "International Stock Price Movements: Links and Messages," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 20(1989-1), pages 125-180. [Downloadable!]
  8. Rabemananjara, R & Zakoian, J M, 1993. "Threshold Arch Models and Asymmetries in Volatility," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(1), pages 31-49, Jan.-Marc. [Downloadable!] (restricted)
  9. Engle, Robert F & Susmel, Raul, 1993. "Common Volatility in International Equity Markets," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(2), pages 167-76, April.
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  10. Eun, Cheol S. & Shim, Sangdal, 1989. "International Transmission of Stock Market Movements," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 24(02), pages 241-256, June. [Downloadable!]
  11. Lin, Wen-Ling & Engle, Robert F & Ito, Takatoshi, 1994. "Do Bulls and Bears Move across Borders? International Transmission of Stock Returns and Volatility," Review of Financial Studies, Oxford University Press for Society for Financial Studies, vol. 7(3), pages 507-38. [Downloadable!] (restricted)
  12. Hamao, Yasushi & Masulis, Ronald W & Ng, Victor, 1990. "Correlations in Price Changes and Volatility across International Stock Markets," Review of Financial Studies, Oxford University Press for Society for Financial Studies, vol. 3(2), pages 281-307. [Downloadable!] (restricted)
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Cited by:
(explanations, 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.)

  1. Andrew Worthington & Helen Higgs, 2004. "Transmission of equity returns and volatility in Asian developed and emerging markets: a multivariate GARCH analysis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 9(1), pages 71-80. [Downloadable!]
  2. Andrew Worthington & Helen Higgs, 2001. "A multivariate GARCH analysis of equity returns and volatility in Asian equity markets," School of Economics and Finance Discussion Papers and Working Papers Series 089, School of Economics and Finance, Queensland University of Technology. [Downloadable!]
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