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題名:波動性之結構性轉變--以臺灣股票市場為例
書刊名:中原企管評論
作者:蘇榮斌鄒易凭王金萬
作者(外文):Su, Jung-binTzou, Yi-pinWang, Chin-wan
出版日期:2008
卷期:6:1
頁次:頁53-73
主題關鍵詞:波動性GARCH 模型結構性轉變點概似比檢定VolatilityGARCH modelStructural changeLikelihood ratio test
原始連結:連回原系統網址new window
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  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
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  • 共同引用共同引用:10
  • 點閱點閱:27
本研究係以1980年1月至2004年10月的台灣加權指數之週報酬率資料爲研究對象,主要採用最大概似函數值檢定法估出平均數方程式及變異數方程式同時發生結構性轉變之發生時點爲1987年3月,由於此方法須對整樣本期間每一個時間點作測試以找出最大概似函數值故相當耗時,所以本研究先用Bai and Perron(2003)的內生結構性轉變點最小殘差平方法估平均數方程式發生結構性轉變之發生時點爲1988年12月的第4週,再以此時間點之90%信賴區間來測試以縮短測試時間。最後用概似比檢定確定結構性轉變發生於變異數方程式或同時發生於平均方程式及變異數方程式,而發生此結構性轉變原因可能爲這段期間政府在外匯制度進行多項開放措施所導致國內大量資金浄流出。
In this paper we apply the technique of maximum likelihood ratio test and the GARCH model with dummy variables in the mean and variance equation, to analyze whether if the volatility of Taiwan weighting index has changed significantly over the period 1980-2004 or not. We find that the sup LR statistic in March 1987 is greater than that of the sample period and so is a break point. But the technique consumes much time as it must test the points in the whole sample period each time. So we apply the technique of minimum residual sum of square and the GARCH model with dummy variables in the mean equation only, to detect the structural break point in the mean equation of the GARCH model. We find that the last week of December, 1988 is a structural break point in the model, then use the maximum likelihood ratio test to detect the points in the 90% confidence interval of the structural break point in order to reduce computing time. Finally, from the likelihood ratio test, we find that the structural break point takes place in the variance equation only, or in the mean and variance equation at the same time. In this break point period, our government opens the exchange market which lets the capital to flow out.
期刊論文
1.Andreou, E.、Ghysels, E.(2002)。Detecting Multiple Breaks in Financial Market Volatility Dynamics。Journal of Applied Econometrics,17,579-600。  new window
2.Eizaguirre, J. C.、Biscarri, J. G.、Hidalgo, F. P. D. G.(2004)。Structural Changes in Volatility and Stock Market Development: Evidence for Spain。Journal of Banking and Finance,28,1745-1773。  new window
3.Gil-Alana, L. A.(2002)。A Mean Shift Break in the US Interest Rate。Economics Letters,77,357-363。  new window
4.Kang, In-Bong(1999)。International foreign exchange agreements and nominal exchange rate volatility: a GARCH application。North American Journal of Economics and Finance,10,453-472。  new window
5.Kim, D.、Kon, S. J.(1999)。Structural Change and Time Dependence in Models of Stock Returns。Journal of Empirical Finance,6,283-308。  new window
6.Lee, J.(2000)。The Robustness of Okun's Law: Evidence from OECD Countries。Journal of Macroeconomics,22(2),331-356。  new window
7.Aggarwal, C.、Inclan, C.、Lean, R.(1999)。Volationity in Emerging Stock Markets。Journal of Finacical and Quantitative Analysis,34(1),33-55。  new window
8.饒秀華、林修葳、黎明淵(20010900)。藉由分期MS模型分析臺灣經濟景氣狀態。經濟論文,29(3),297-319。new window  延伸查詢new window
9.Chow, Gregory C.(1960)。Tests of Equality Between Sets of Coefficients in Two Linear Regressions。Econometrica,28(3),531-534。  new window
10.Bemdt, E. K.、Hall, B. H.、Hausman, J. A.(1974)。Estimation Inference in Nonlinear Structural Model。Annuals of Economic and Social Measurement,4,653-665。  new window
11.Arestis, Philip、Demetriades, Panicos O.、Luintel, Kul B.(2001)。Financial Development and Economic Growth: The Role of Stock Markets。Journal of Money, Credit and Banking,33(1),16-41。  new window
12.Bai, Jushan、Perron, Pierre(1998)。Estimating and Testing Linear Models with Multiple Structural Changes。Econometrica,66(1),47-78。  new window
13.Bai, Jushan、Perron, Pierre(2003)。Computation and Analysis of Multiple Structural Change Models。Journal of Applied Econometrics,18(1),1-22。  new window
14.Bollerslev, Tim(1986)。Generalized Autoregressive Conditional Heteroskedasticity。Journal of Econometrics,31(3),307-327。  new window
15.陳家榮與吳榮華(1993)。台灣地區產業電力需求變動影響因素分析。能源季刊,23(2),22-31。  延伸查詢new window
16.Gannon, G. and S. P. Au-Yeung(2004)。Structural Effects and Spillovers in HSIF,HIS and S&P500 Volatility。Research in International Business and Finance,18,305-317。  new window
17.Levine, R. and S. Zervos(1996)。Stock Market Development and Long-Run Growth。World Bank Economic Review,10,323-339。  new window
研究報告
1.Zuliu, H.(1995)。Stock Market Volatility and Corporate Investment。  new window
圖書論文
1.Bai, J.、Perron, P.(2003)。Multiple Structural Change Models: A Simulation Analysis。Econometric Essays in Honor of Peter Phillips。Cambridge:Cambridge University Press。  new window
 
 
 
 
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