题名

Will the Deduction of Daily Price Limit Induce Volatility Decrease? Taiwan Evidence

DOI

10.6292/AFPF.2012.05.02

作者

Shih-Yung Wei;Jack J. W. Yang;Wei-Chiang Hong

关键词

Asymmetric Volatility ; Trend and Transitory Component Volatility ; EGARCH ; CGARCH ; Price Limit

期刊名称

Advances in Financial Planning and Forecasting

卷期/出版年月

5期(2012 / 12 / 01)

页次

49 - 68

内容语文

英文

英文摘要

The main purpose of this paper is to use the data of intraday to analyze asymmetric volatility and long-run and short-run effects. When financial turmoil, political issues, and such accidents occur, in order to maintain financial market stability, governments will carry out measures to establish market stability. The deduction of the price limit for the stock market is a good example. For instance, facing the global financial crisis in 2008, the governments in Taiwan and Pakistan announced deductions of price limits in their stock markets. The Taiwanese government deducted the price limit from 7% to 3.5%; however, is it appropriate for governments to interfere in markets? This paper studies the influence of the volatility asymmetries caused by the Taiwanese government's seven interventions near ten years. We collected intraday data to analyze, and used Exponential Generalized Autoregressive Conditional Hetroskedasticity (EGARCH) and Component Generalized Autoregressive Conditional Hetroskedasticity (CGARCH) models to do this research. The empirical results show that the interventions of the government did not decrease the volatility of the share price. Instead, this action caused even more asymmetric volatility, and increased the effect of the long-run and shot-run, reduced efficiency of the stock market.

主题分类 社會科學 > 經濟學
参考文献
  1. Adrian, T.,Rosenberg, J.(2008).Stock returns and volatility: Pricing the shortrun and long-run components of market risk.Journal of Finance,6,2997-3030.
  2. Al-Khouri, R. S.,Ajlouni, M. M.(2007).Narrow price limit and stock price volatility in emerging markets: Empirical evidence from Amman stock exchange.The International Journal of Business and Finance Research,1,104-120.
  3. Barro, R. J.(Ed.),Kampuis, R. W.(Ed.),Kormendi, R. C.(Ed.),Watson, J.(Ed.),Watson, J. W. H.(Ed.)(1989).Black Monday and the future of financial Markets.Homewood, IL:Dow Jones-Irwin.
  4. Belsey, D. A.(Ed.),Kuh, E.(Ed.)(1986).Model Reliability.Cambridge, MA:MIT Press.
  5. Black, F.(1976).Studies in stock price volatility changes.Proceedings of the Business and economic Statistics section,Washington, DC:
  6. Bollerslev, T.(1986).Generalized autoregressive conditional heteroskedasticity.Journal of Econometrics,31,307-327.
  7. Bollerslev, T.,Chou, R. Y.,Kroner, K. F.(1992).ARCH modeling in finance: A review of the theory and empirical evidence.Journal of Econometrics,52,5-59.
  8. Brennan, M. J.(1986).A theory of price limits in futures markets.Journal of Financial Economic,16,213-233.
  9. Campbell, J. Y.,Hentschel, L.(1992).No news is good news: An asymmetric model of changing volatility in stock returns.Journal of Financial Economics,31,281-318.
  10. Chelley-Steeley, P. L.,Steeley, J. M.(1996).Volatility, leverage and firm size: The U.K. evidence.Manchester School of Economic & Social Studies,64,83-103.
  11. Chou, R. Y.(1988).Volatility persistence and stock valuations: some empirical evidence using garch.Journal of Applied Econometrics,3,279-294.
  12. Christie, A. A.(1982).The stochastic behavior of common stock variances: Value, leverage and interest rate effects.Journal of Financial Economics,10,407-432.
  13. Christoffersen, P.,Jacobs, K.,Ornthanalai, C.,Wang, Y.(2008).Option valuation with long-run and short-run volatility components.Journal of Financial Economics,90,272-297.
  14. Cuñado, J.,Gil-Alana, L. A.,de Gracia, F. P.(2010).European current account sustainability: New evidence based on unit roots and fractional integration.Eastern Economic Journal,36,177-187.
  15. Ding, Z.,Granger, C. W. J.(1996).Modeling volatility persistence of speculative returns: A new approach.Journal of Econometrics,73,185-215.
  16. Engle, R. F.(1982).Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation.Econometrica,50,987-1007.
  17. Engle, R. F.,Ng, V. K.(1993).Measuring and testing the impact of news on volatility.Journal of Finance,48,1749-1778.
  18. Engle, R.(Ed.) ,McFadden, D.(Ed.)(1994).Handbook of Econometrics.Amsterdam:North Holland Press.
  19. Engle, R.,Lee, G.(1999).A long-run and short-run component model of stock return volatility.Cointegration, Causality and forecasting,Oxford, UK:
  20. Figlewski, S.(1984).Margins and market integrity: Margin setting for stock index futures and options.Journal of Futures Markets,4,385-416.
  21. French, K. R.,Schwert, G. W.,Stambaugh, R. F.(1987).Expected stock returns and volatility.Journal of Financial Economics,19,3-29.
  22. Greenwald, B. C.,Stein, J. C.(1991).Transactional risk, market crashes, and the role of circuit breakers.Journal of Business,64,443-462.
  23. Hafner, C. M.(1998).Estimating high-frequency foreign exchange rate volatility with nonparametric ARCH Models.Journal of Statistical Planning and Inference,68,247-269.
  24. Hogan, K. C., Jr.,Melvin, M. T.(1994).Sources of meteor showers and heat waves in the foreign exchange market.Journal of International Economics,37,239-247.
  25. Hung, J. H.(1997).Intervention strategies and exchange rate volatility: A noise trading perspective.Journal of International Money and Finance,16,779-793.
  26. Kim, K. A.,Rhee, S. G.(1997).Price limit performance: Evidence from the Tokyo stock exchange.The Journal of Finance,52,885-901.
  27. Koutmos, G.,Saidi, R.(1995).The leverage effect in individual stocks and the debt to equity ratio.Journal of Business Finance and Accounting,22,1063-1075.
  28. Laopodis, N. T.(1997).U.S. dollar asymmetry and exchange rate volatility.Journal of Applied Business Research,13(2),1-8.
  29. Lee, C. M. C.,Ready, M. J.,Seguin, P. J.(1994).Volume, volatility, and New York stock exchange trading halts.Journal of Finance,49,183-214.
  30. Lee, S. B.,Kim, K. J.(1995).The effect of price limits on stock price volatility: Empirical evidence in Korea.Journal of Business Finance and Accounting,22,257-267.
  31. Liau, Y. S.,Yang, J. J. W.(2008).The mean/volatility asymmetry in Asian stock markets.Applied Financial Economics,18,411-419.
  32. Lo, A. W.,MacKinlay, A. C.(1990).An econometric analysis of nonsynchronous trading.Journal of Econometrics,45,181-211.
  33. Miller, M. H.(1989).Commentary: Volatility, price resolution, and effectiveness of price limits.Journal of Financial Services Research,3,201-203.
  34. Nelson, D. B.(1991).Conditional heteroskedasticity in asset returns: A new approach.Econometrics,59,347-370.
  35. Pagan, A. R.,Schwert, G. W.(1990).Alternative models for conditional stock volatility.Journal of Econometrics,45,267-290.
  36. Schwert, G. W.(1990).Stock volatility and the crash of '87.The Review of Financial Studies,3,77-102.
  37. Sentana, E.,Wadhwani, S. B.(1992).Feedback traders and stock return autocorrelations: Evidence from a century of daily data.The Economic Journal,102,415-425.
  38. Shi, W. H.,Eisenberg, L.,Lee, C. F.(2009).Intraday patterns, announcement effects, and volatility persistence in the Japanese government bond futures market.Review of Pacific Basin Financial Markets and Policies,12(1),63-86.
  39. Skinner, D. J.(1989).Option markets and stock return volatility.Journal of Financial Economic,23,61-87.
  40. Telser, L. G.(1981).Margins and futures contracts.Journal of Futures Markets,1,225-253.
  41. Tian, G.,Guo, M.(2007).Interday and intraday volatility: Additional evidence from the Shanghai stock exchange.Review of Quantitative Finance and Accounting,28,287-306.
  42. Tse, Y. K.,Tsui, A. K. C.(1997).Conditional volatility in foreign exchange rates: Evidence from the Malaysian ringgit and Singapore dollar.Pacific-Basin Finance Journal,5,345-356.
  43. Wang, Y. H.,Hsiao, Y. J.(2010).The impact of non-trading periods on the measurement of volatility.Review of Pacific Basin Financial Markets and Policies,13,607-620.
  44. Yang, J. J. W.(2000).The leverage effect and herding behaviour in Taiwan's stock market.Journal of Risk Management,2,69-86.