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Structural Change in Stock Price Volatility of Asian Financial Markets

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Structural change in the volatility of five Asian and U.S. stock markets is examined during the post-liberalization period (1990-2005) of Asian financial markets using the Sup-LM test. Four Asian financial markets (Korea, Japan, Hong Kong, and Singapore) experienced structural changes. However, test results do not support the structural changes in volatility for Thailand and the U.S. Also, the empirical results show that the GARCH persistent coefficients tend to increase while the ARCH impact coefficients decrease in Asian markets, which implies that the volatility process has become more persistent.

Abstract

Structural change in the volatility of five Asian and U.S. stock markets is examined during the post-liberalization period (1990-2005) of Asian financial markets using the Sup-LM test. Four Asian financial markets (Korea, Japan, Hong Kong, and Singapore) experienced structural changes. However, test results do not support the structural changes in volatility for Thailand and the U.S. Also, the empirical results show that the GARCH persistent coefficients tend to increase while the ARCH impact coefficients decrease in Asian markets, which implies that the volatility process has become more persistent.

참고문헌 (51)

  1. Ajayi, Richard A., "On the Dynamic Relation between Stock Prices and Exchange Rates", Journal of Financial Research, 19(2), pp.193~207 (1996)
  2. Allen, Franklin, "Bubbles, Crisis and Policy", Oxford Review of Economic Policy, 15(3), pp.9~18 (1999)
  3. Allen, Franklin, "Bubbles, Crisis", Economic Journal, 110, pp.236~255 (2000)
  4. Andreou, Elena, "Detecting Multiple Breaks in Financial Market Volatility Dynamics", Journal of Applied Econometrics, 17, pp.579~600 (2002)
  5. Andrews, Donald W. K., "Tests for Parameter Instability and Structural Change with Unknown Change Point", Econometrica, 61(4), pp.821~856 (1993)
  6. Andrews, Donald, "Optimal Tests When a Nuisance Parameter Is Present Only under The Alternative", Econometrica, 62(6), pp.1383~1414 (1994)
  7. Ayuso, Juan, "Has Financial Market Cointegration Increased during The Nineties?", Journal of International Finan-cial Markets, Institutions and Money, 11, pp.265~287 (2001)
  8. Bai, Jushan, "Least Squares Estimation of a Shift in Linear Processes", Journal of Time Series Analysis, 15(5), pp.453~472 (1994)
  9. Bai, Jushan, "Estimation of a Change Point in Multiple Regression Models", Reviews of Economics and Statistics, pp.551~563 (1997)
  10. Bauwens, Lue, "Multivariate GARCH Model: A Survey", Forthcoming in, Journal of Applied Econometrics (2005)
  11. Bello, Walden, "The End of The Southeast Asian Miracle?", Focus on Trade, 17(2) (1997)
  12. Bollerslev, Tim, "Generalized Autoregressive Conditional Heteroskedasticity", Journal of Economics, 31, pp.307~327 (1986)
  13. Bollerslev, Tim, "Quasi-Maximum Likelihood Estimation and Inference in Dynamic Models with Time- Varying Covariances", Econometric Reviews, 11(2), pp.143~172 (1992)
  14. Books, Chris, "Introductory Econometrics for Finance" (2002), Cambridge press
  15. Have East Asian Stock Markets Calmed Down? Evidence from a Regime-Switching Model, "Chaudhuri, Kausik", University of Amsterdam, ~ (2004)
  16. Chihwa, Kao, "A CUSUM Test in The Linear Regression Model with Serially Correlated Distributions", Econometric Reviews, 14(3), pp.331~346 (1995)
  17. Chu, Chia-Shang, "Detecting Parameter Shift in GARCH Models", Econometric Reviews, 14(2), pp.242~266 (1995)
  18. Comte, Fabienne, "Asymptotic Theory for Multivariate GARCH Processes", Journal of Multivariate Analysis, 84, pp.61~84 (2003)
  19. Emmons, William R., "The Asian Crisis and The Exposure of Large U.S. Firms, Review", pp.15~34 (2000), Federal Reserve Bank of ST. Louis
  20. Engle, Robert F., "Autoregressive Conditional Heteroscedasticity with Estimates of The Variance of United Kingdom Inflation", Econometrica, 50, pp.987~1007 (1982)
  21. Engle, Robert F., "What Good Is a Volatility Model?", Quantitative Finance, 1(2), pp.237~245 (2001)
  22. Fang, WenShwo, "Stock Return Process and Expected Depreciation over The Asian Financial Crisis", Applied Economics, 33, pp.905~912 (2001)
  23. Fang, WenShwo, "The Effects of Currency Depreciation on Stock Returns: Evidence from Five East Asian Economies", Applied Economics Letters, 9, pp.195~199 (2002)
  24. Dynamic Effects of Currency Depreciation on Stock Market Returns during The Asian Financial Crisis, "Fang, WenShwo", University of Connecticut, ~, pp.Working paper series, 2002-31 (2002)
  25. Guan, Koh Yong, "Risk Management Development in Singapore", Opening Address at the first MAS (Monetary Autority of Singapore) Risk Conference (2002)
  26. Hardle, Wolfgang, "Applied Quantitative Finance" (2002), Springer-Verlag press
  27. Harvey, Andrew C., "Unobservable Component Time Series Models with ARCH Disturbances", Journal of Econometrics, 52, pp.129~158 (1992)
  28. LM-tests for Linearity Against Smooth Transition Alternatives: A Bootstrap Simulation Study, "Hill, Jonathan B.", Florida International University, ~, pp.Working paper, No. 0412 (2004)
  29. Hopper, Gregory P., "Value at Risk: A New Methodology for Measuring Portfolio Risk, Economic Research" (1996), Federal Reserve Bank of Philadelphia
  30. Hsu, D. A., "On The Stable Paretian Behavior of Stock Market Prices", Journal of the American Statistical Association, 69, pp.108~113 (1974)
  31. IMF staff team, "The Asian Crisis: Capital Markets Dynamics and Spillover, International Capital Markets Developments, Prospects, and Key Policy Issues, Chapter II, International Monetary Fund", pp.11~58 (1998)
  32. Inclan, Carla, "Use of Cumulative Sums of Squares for Retrospective Detection of Change of Variance", Journal of the America Statistical Association, 89, pp.913~923 (1994)
  33. Jeantheau, Thierry, "Strong Consistency of Estimators for Multivariate ARCH Models", Econometric Theory, 14, pp.70~86 (1998)
  34. Johnson, Chalmers, "Economic Crisis in East Asia: The Clash of Capitalism", Cambridge Journal of Economics, 22, pp.650~661 (1998)
  35. Karmakar, Madhusudan, "Heteroskedastic Behavior of The Indian Stock Market: Evidence and Explanation", Journal of the Academy of Business and Economics (2003)
  36. Kim, Soohwa, "On The CUSUM Test for Parameter Change in GARCH(1,1) Models", The Communications in Statistics, Theory and Methods, 29(2), pp.445~462 (2000)
  37. Kokoszka, Piotr, "Testing for Parameter Changes in ARCH Models", Lithuanian Mathematical Journal, 30, pp.182~195 (1999)
  38. Kokoszka, Piotr, "Change-Point Estimation in ARCH Models", Bernoulli, 6(3), pp.513~539 (2000)
  39. Koo, Jahyeong, "Japan’s Economic Policy Conundrums, Southwest Economy" (2003), Federal Reserve Bank of Dallas
  40. "Overview of Current Economic Conditions in South Korea"[URL]
  41. Lavielle, Marc, "Least-Squares Estimation of an Unknown Number of Shifts in Time Series", Journal of Time Series Analysis, 20, pp.33~60 (2000)
  42. Lee, Sang-Won, "Asymptotic Theory for GARCH(1,1) Quasi-Maximum Likelihood Estimator", Econometric Theory, 10, pp.29~52 (1994)
  43. Liu, Jian, "On Segmented Multivariate Regression", Statistics Sinica, 7, pp.497~525 (1997)
  44. Lumsdaine, Robin L., "Consistency and Asymptotic Normality of The Quasi-Maximum Likelihood Estimator in IGARCH(1,1) and Covariance Stationary GARCH(1,1) Models", Econometrica, 64(3), pp.575~596 (1996)
  45. Structural Breaks in GARCH Models, "Smith, Daniel R.", Simon Fraser University, ~ (2006)
  46. Solnik, Bruno, "Using Financial Prices to Test Exchange Rate Models: A Note", Journal of Finance, 42, pp.141~149 (1987)
  47. Suzuki, Yoshio, "What Lessons Can Be Learned from Recent Financial Crises?", the Japanese Experience, Proceedings of Symposium- Maintaining Financial Stability in a Global Economy- (1997), the Federal Reserve Bank of Kansas City
  48. Tsay, Ruey S., "Analysis of nancial time series" (2002), Wiley
  49. Weiss, Andrew A., "Asymptotic Theory for ARCH Models: Estimation and Testing", Econometric Theory, 2(1), pp.107~131 (1986)
  50. White, Halbert, "Maximum Likelihood Estimation of Misspecified Models", Econometrica, 50, pp.1~25 (1982)
  51. Yao, Yi-Ching, "Estimating The Number of Change-Points Via Schwarz Criterion", Statistics & Probability Letters, 6, pp.181~189 (1988)

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