题名

價格跳躍下的最適避險策略-日經225指數現貸與期貨

并列篇名

Optimal Hedging Strategy under Price Jump Nikkei 225 Index and Nikkei 225 Index Futures

DOI

10.6365/HKER.200506.0065

作者

高峰(Gao Feng);洪瑞成(Jui-Cheng Hung);姜世杰(Shi-Jie Jiang);李命志(Ming-Chih Lee)

关键词

ARJI ; GARCH ; 移動視窗 ; 樣本外避險 ; ARJI ; GARCH ; rolling window ; out of sample hedging

期刊名称

華岡經濟論叢

卷期/出版年月

4卷2期(2005 / 06 / 01)

页次

65 - 90

内容语文

繁體中文

中文摘要

本文以日本股價指數爲主要之研究對象,利用大阪日經225指數期貨與新加坡日經225指數期貨,探討在空頭避險下,應用ARJI模型與GARCH模型進行避險之績效。由於價格在短期間存在跳躍(Jump)的現象,因此本文利用ARJI模型捕捉此不連續的行爲,進而與GARCH比較在不同避險期間下,利用移動視窗(rolling window)的方法探討樣本外(out of sample)避險的避險績效。實證結果爲當避險期間爲5天、10天與20天時,以ARJI模型進行避險的績效較GARCH模型優良;若當避險期間拉長爲40天與60天時,則以GARCH模型的避險績效較佳。另外,無論以ARJI模型或是GARCH模型,採用新加坡日經225指數期貨爲避險工具之避險績效恆優於以大阪日經225指數期貨爲工具之避險績效。

英文摘要

This paper investigates the optimal hedge strategies between Nikkei225 index futures market and the underlying cash market using ARJI model and GARCH model. We analyze that either hedge portfolios of OSE Nikkei225 index futures or SGX Nikkei225 index futures have better hedge performance to refrain from the loss of trading on the underlying spot market. At the same time, due to the behavior of price jump, we utilize ARJI model to capture price jump behavior in order to enhance the hedging performance in short hedging horizon and compare different hedging horizons with GARCH model. The empirical results show that ARJI acquires better hedging performance than GARCH model when the hedging horizon is 5 days l0 days and 20 days and the result is inverse when the hedging horizon is 4odays and 60 days. Additionally, whether employing ARJI model or GARCH model, the SGX markets have superior hedging performance than OSE markets.

主题分类 社會科學 > 經濟學
参考文献
  1. Bachelier, L.,A. James Boness(Translated)(1900).Theory of Speculation, Paris: Gauthier-Villars.
  2. Bailey, W.(1989).The Market for Japanese Stock Futures: Some Preliminary Evidence.The journal of Futures Markets,9,283-295.
  3. Baillie, R. T.,Myers, R. J.(1991).Bivariate GARCH Estimation of the Optimal Commodity Futures Hedge.Journal of Applied Econometric,6,109-124.
  4. Ball, C. A.,Torous, W. N.(1985).On Jumps in Common Stock Prices and Their Impact on Call Pricing.Journal of Finance,40,155-173.
  5. Ball, C. A.,Torous, W. N.(1985).On Jumps in Stock Returns.Journal of Financial Quantitative Analysis,10,337-351.
  6. Bates, D. S.(1991).The Crash of `87: Was it Expected? The Evidence from the Options Markets.Journal of Finance,46,1009-1044.
  7. Benet, B. A.(1992).Hedging Period Length and Ex-Ante Futures Hedging Effectiveness: The Case of Foreign Exchange Risk Cross Hedges.Journal of Futures Markets,12,163-175.
  8. Bollerslev, T.(1986).Generalized Autoregressive Conditional Heteroskedasticity.Journal of Econometrics,31,307-327.
  9. Brennan, M. J.,Schwarz, E. S.(1990).Arbitrage of Stock Index Futures.Journal of Business,63,7-31.
  10. Chahal, M. S.,Wang, J.(1998).Jump Diffusion Processes and Emerging Bond Stock Markets: An Investigation Using Daily Data.Multinational Finance Journal,1,169-197.
  11. Chan, K. C.(1992).A Further Analysis of the Lead-Lag Relationship between the Cash Market and the Stock Index Futures Market.The Review of Financial Studies,5,123-152.
  12. Chan, W. H.,Maheu, J. M.(2002).Conditional Jump Dynamics in Stock Market Return.Journal of Business & Economic Statistics,20,377-389.
  13. Chang, C. W.,Chang, J. S. K.,Fang, H.(1996).Optimum Futures Hedges with Jump Risk and Stochastic Basis.The Journal of Futures Markets,16,441-458.
  14. Das, S. R.(1998).Poisson-Gaussian Processes and the Bond Market.Working Paper 6631, National Bureau of Economic Research.
  15. Das, S. R.(2002).The Surprise Element: Jumps in Interest Rates.Journal of Econometrics,106,27-65.
  16. Dickey, D. A.,Fuller, W. A.(1981).Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root.Econometrica,49,1057-1072.
  17. Ederington, L. H.(1979).The Hedging Performance of the New Future Markets.The Journal of Finance,1
  18. Engle, R. F.(1982).Autoregressive Conditional Heteroskedasticity with Estimates of the Variance of United Kingdom Inflation.Econometrica,50,987-1007.
  19. Eraker, B.,Johannes, M. S.,Polson, N. G.(1999).Return Dynamics in Continuous-Time With Jumps to Volatility and Returns.Working Paper, University of Chicago, Graduate School of Business.
  20. Fama, E. F.(1965).The Behavior of Stock Market Prices.Journal of Business,38,34-105.
  21. Figlewski, S.(1984).Hedging Performance and Basis Risk in Stock Index Futures.Journal of Finance,39,657-669.
  22. Figlewski, S.(1985).Hedging with Stock Index Futures: Theory and Application in a New Market.The Journal of Futures Markets,2,183-199.
  23. Fortune, P.(1999).Are Stock Returns Different Over Weekends? A Jump Diffusion Analysis of the Weekend Effect.New England Economic Review,September/October,3-19.
  24. Ghosh, A.(1993).Hedging with Stock Index Futures: Estimation and Forecasting with Error Correction Model.The Journal of Futures Markets,13,743-752.
  25. Jarrow, R. A.,Rosenfeld, E. R.(1984).Jump Risks and the Intertemporal Capital Asset Pricing Model.Journal of Business,57,337-351.
  26. Johnson, L.(1960).The Theory of Hedging and Speculation in Commodity Futures.Review of Economic Studies,27,139-151.
  27. Jorion, P.(1989).On Jump Processes in the Foreign Exchange and Stock Markets.The Review of Financial Studies,1,427-445.
  28. Junkus, J.,Lee, C. F.(1985).Use of These Stock Index Futures in Hedging Decisions.The Journal of Futures Markets,5,201-222.
  29. Kroner, K. F.,Sultan, J.(1993).Time-Varying Distributions and Dynamic Hedging with Foreign Currency Futures.The Journal of Financial and Quantitative Analysis,4,535-551.
  30. Lindahl, M.(1992).Minimum Variance Hedge Ratios for Stock Index Futures: Duration and Expiration Effects.The Journal of Futures Markets,12,33-53.
  31. Mandelbrot, B.(1967).The Variation of Some Other Speculative Prices.Journal of Business,40,393-413.
  32. Markowitz, H.(1952).Portfolio Selection.Journal of Finance,7,77-91.
  33. Park, T. H.,Switzer, L. N.(1995).Bivariate GARCH Estimation of the Optimal Hedge Ratios for Stock Index Future: A Note.Journal of Futures Markets,15,61-67.
  34. Phillips, P. C. B.,Perron, P.(1988).Testing for a Unit Root in Time Series Regression.Biometrika,75,335-346.
  35. Schwarz, G.(1978).Estimating the Dimension of a Model.Annual Statistics,6,461-464.
  36. Sephton, P. S.(1993).Hedging Wheat and Canola at the Winnipeg Commodity Exchange.Applied Financial Economics,3,67-72.
  37. Sephton, P. S.(1993).Optimal Hedge Ratios at the Winnipeg Commodity Exchange.Canadian Journal of Economics,26,175-193.
  38. Stein, J. L.(1961).The Simultaneous Determination of Spot and Futures Prices.American Economic Review,51,1012-1025.
  39. 林丙輝、葉仕國(1999)。台灣股票價格非連續跳耀變動與條件異質變異之研究。證券市場發展季刊,11,61-92。
  40. 叢宏文(1996)。日經股價指數期貨避險效果之實證研究GARCH模型之應用。證券暨期貨管理,16,1-23。
被引用次数
  1. 劉洪鈞、黃聖志、王怡文(2008)。西德州與布蘭特原油避險策略。真理財經學報,18,71-98。