美國股市及其總體經濟變數間關連性與波動性之研究--VEC GJR DCC-GARCH-M 之模型應用_

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題名：	美國股市及其總體經濟變數間關連性與波動性之研究--VEC GJR DCC-GARCH-M 之模型應用
書刊名：	經濟研究. 臺北大學經濟學系
作者：	劉祥熹／涂登才
作者(外文)：	Liu, Hsiang-hsi／Tu, Teng-tsai
出版日期：	2012
卷期：	48:1
頁次：	頁139-189
主題關鍵詞：	股價指數；總體經濟變數；共整合檢定；VEC GJR DCCGARCH-M模型；Stock price index；Macroeconomic variable；Cointegration test；VEC GJR DCC-GARCH-M model
原始連結：	連回原系統網址
相關次數：	被引用次數:期刊(2) 博士論文(1) 專書(0) 專書論文(0) 排除自我引用:2 共同引用:0 點閱:23

臺灣經貿與證券投資情形常隨美國經濟景氣與股市投資有連動關係，瞭解美國股市及其經濟變數關聯性與波動效果之相關資訊能提供國內外投資人在股市投資決策上有所助益，又國內外文獻大多認為股票市場與總體經濟具有互動性。因此，本文嘗試建立 VEC GJR DCC-GARCH-M (vector error correction GJR dynamic conditional correlation-GARCH in mean)模型以進行美國股價與其總體經濟變數間關連性、波動性、不對稱現象及風險變動效果之實證研究。基於該項上述研究動機與目的，本文研究變數分別選取美國那斯達克 (National Association of Securities Dealers Automated Quotation, NASDAQ)綜合指數、消費者物價指數 (consumer price index, CPI)、貨幣供給量 (M1b) 與美元指數進行實證分析。基本上，實證結果發現本研究所選取之總體經濟變數皆能預測美國股價報酬率之走勢，且亦證實美國股票市場為該國景氣的領先指標。本研究亦同時驗證美國股市具有高風險高報酬之風險溢酬效果。另外，波動性效果方面，美國股價報酬率變異數會受其本身前一期之影響，此意謂美國股價報酬率之波動性具備 GARCH效果且可藉由本身前一期的條件變異數加以預測。至於美國國內波動之外溢效果，負向非預期衝擊將比正向非預期衝擊引起更大之波動，故美國股價報酬率與匯率變動率變異數存在波動不對稱性之槓桿效果 (leverage effect)，此意謂好壞消息造成股價波動有不同的效果，大抵而言壞消息波動效果大於好消息之波動效果。

以文找文

The trading and investment activities in Taiwan usually vary with the business cycle and equity investment in the US. Many studies indicate that the equity market is closely related to the macroeconomic environment. Therefore, the purpose of this study is to construct a multivariate VEC GJR DCC-GARCH-M model to investigate the volatility and the interrelationship between the US equity market and macroeconomic variables. The variables chosen in the empirical analysis include the US NASDAQ (National Association of Securities Dealers Automated Quotation) price index, the CPI (Consumer Price Index), M1b and the exchange rate of the US dollar. Furthermore, the empirical results of this study signify that the US stock rate of returns can be forecasted by the behavior of the macroeconomic variables and the US stock index leads the indicators of the business cycle in the US. The evidence verifies the existence of a risk premium effect in the US equity market. The empirical results also indicate that the stock volatility exhibits a GARCH effect and can be forecasted by the previous period’s conditional variance. Finally, we also find that there are significant effects of volatility clustering and asymmetric volatility (the leverage effect) in the US equity market.

以文找文

期刊論文
1.	Aydemir, Oguzhan、Demirhan, Erdal(2009)。The Relationship between Stock Prices and Exchange Rates Evidence from Turkey。International Research Journal of Finance and Economics，23，207-215。
2.	Andersen, Torben G.、Bollerslev, Tim、Diebold, Francis X.、Vega, Clara(2007)。Real-Time Price Discovery in Global Stock, Bond and Foreign Exchange Markets。Journal of International Economics，73(2)，251-277。
3.	Pan, M. S.、Fok, R. C. W.、Liu, Y. A.(2007)。Dynamic Linkages between Exchange Rates and Stock Prices: Evidence from East Asian Markets。International Review of Economics and Finance，16(4)，503-520。
4.	Hamilton, James D.、Susmel, Raul(1994)。Autoregressive Conditional Heteroskedasticity and Changes in Regime。Journal of Econometrics，64(1/2)，307-333。
5.	Cai, J.(1994)。A Markov Model of Switching-regime ARCH。Journal of Business & Economic Statistics，12(3)，309-316。
6.	Culter, David M.、Poterba, James M.、Summers, Lawrences H.(1989)。What moves stock prices?。Journal of Portfolio Management，15(3)，4-12。
7.	Bauwens, L.、Laurent, S.、Rombouts, J.(2006)。Multivariate GARCH models: A survey。Journal of Applied Econometrics，21，79-109。
8.	Ljungqvist, A. P.、Wilhelm, W. J.(2003)。IPO pricing in the Dot--com Bubble: Complacency or Incentives?。The Journal of Finance，58，723-752。
9.	Campbell, J. Y.、Shiller, R. J.(1991)。Yield Spreads and Interest Rate Movements: A Bird's Eye View。Review of Economic Studies，58，495-514。
10.	Jarque, C. M.、Bera, A. K.(1987)。A Test for Normality of Observations and Regression Residuals。International Statistical Review，55(2)，163-172。
11.	Abdullah, D. A.、Hayworth, S. C.(1993)。Macroeconometrics of Stock Price Fluctuations。Quarterly Journal of Business and Economics，32(1)，49-67。
12.	Kanas, A.(1998)。Volatility Spillovers across Equity Markets: European Evidence。Applied Financial Economics，8(3)，245-256。
13.	Chiang, T. C.、Jeon, B. N.、Li, H.(2007)。Dynamic correlation analysis of financial contagion: evidence from Asian markets。Journal of International Money and Finance，26(7)，1206-1228。
14.	Inclan, C.、Tiao, G. C.(1994)。Use of Cumulative Sums of Squares for Retrospective Detection of Changes of Variance。Journal Of the American Statistical Association，89(427)，913-923。
15.	Liu, Y. Angela、Pan, Ming-Shiun(1997)。Mean and volatility spillover effects in the U.S. and Pacific-Basin stock markets。Multinational Finance Journal，1(1)，47-62。
16.	Engle, R. F.(1982)。Autoregressive Conditional Heteroske- dasticity with Estimates of the Variance of U.K. Inflation。Econometrica，50(4)，987-1008。
17.	Fortune, P.(1989)。An assessment of financial market volatility: Bill, bonds and stocks。New England Economic Review，1989(Nov.)，13-28。
18.	Fama, Eugene F.(1981)。Stock Returns, Real Activity, Inflation, and Money。The American Economic Review，71(4)，545-565。
19.	Chow, E. H.、Lee, W. Y.、Solt, M. E.(1997)。The Exchange-Rate Risk Exposure of Asset Returns。Journal of Business，70(1)，105-123。
20.	Ajayi, R. A.、Mougoue, M.(1996)。On the dynamic relation between stock prices and exchange rates。Journal of Financial Research，19(2)，193-207。
21.	Berndt, Ernst R.、Hall, Bronwyn H.、Hall, Robert E.、Hausman, Jerry A.(1974)。Estimation and Inference in Nonlinear Structural Models。Annals of Economic and Social Measurement，3(4)，653-665。
22.	Baillie, R. T.、DeGennaro, R. P.(1990)。Stock Returns and Volatility。Journal of Financial and Quantitative Analysis，25(2)，307-327。
23.	Estrella, Arturo、Hardouvelis, Gikas A.(1991)。The Term Structure as a Predictor of Real Economic Activity。The Journal of Finance，46(2)，555-576。
24.	Engel, Charles、Hamilton, James D.(1990)。Long Swings in the Dollar: Are They in the Data and Do Markets Know It?。American Economic Review，80(4)，689-713。
25.	Fornari, F.、Mele, A.(1997)。Sign- and volatility-switching ARCH models: Theory and applications to international stock markets。Journal of Applied Econometrics，12(1)，49-65。
26.	Engle, Robert F.、Ng, Victor K.(1993)。Measuring and testing the impact of news on volatility。The Journal of Finance，48(5)，1749-1778。
27.	Ljung, Greta M.、Box, George E. P.(1978)。On a Measure of Lack of Fit in Time Series Models。Biometrika，65(2)，297-303。
28.	Johansen, Søren(1988)。Statistical Analysis of Cointegration Vectors。Journal of Economic Dynamics and Control，12(2/3)，231-254。
29.	Johansen, Søren、Juselius, Katarina(1990)。Maximum Likelihood Estimation and Inference on Cointegration: with Applications to the Demand for Money。Oxford Bulletin of Economics and Statistics，52(2)，169-210。
30.	Engle, Robert F.(2002)。Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models。Journal of Business & Economic Statistics，20(3)，339-350。
31.	Akgiray, Vedat(1989)。Conditional Heteroscedasticity in Time Series of Stock Returns: Evidence and Forecasts。The Journal of Business，62(1)，55-80。
32.	Bollerslev, Tim(1986)。Generalized Autoregressive Conditional Heteroskedasticity。Journal of Econometrics，31(3)，307-327。
33.	Bollerslev, Tim(1987)。A Conditionally Heteroskedastic Time Series Model for Speculative Prices and Rates of Return。The Review of Economics and Statistics，69(3)，542-547。
34.	Bollerslev, Tim、Engle, Robert F.、Wooldridge, Jeffrey M.(1988)。A Capital Asset Pricing Model with Time-Varying Covariances。Journal of Political Economy，96(1)，116-131。
35.	Engle, Robert F.、Granger, Clive W. J.(1987)。Cointegration and Error Correction: Representation, Estimation, and Testing。Econometrica，55(2)，251-276。
36.	Hamilton, James D.(1989)。A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle。Econometrica: Journal of the Econometric Society，57(2)，357-384。
37.	Aggarwal, R.(1981)。Exchange Rates and Stock Prices( A Study of U.S. Capital Markets under Floating Exchange Rates。Akron Business and Economics Review，12(2)，7-12。
38.	Davis, N.、Kutan, A. M.(2003)。Inflation and Output as Predictors of Stock Returns and Volatility: International Evidence。Applied Financial Economics，13(9)，693-700。
39.	Branson, W. H.(1977)。Asset Markets and Relative Prices in Exchange Rate Determination。Sozialwissenschaftlicheb Annalen，1，69-89。
40.	Choi, J. J.、Hauser, S.、Kopecky, K. J.(1999)。Does the Stock Market Predict Real Activity? Time Series Evidence from the G-7 Countries。Journal of Banking and Finance，23，1771-1792。
41.	Domian, D. L.、Louton, D. A.(1995)。Business Cycle Asymmetry and the Stock Market。The Quarterly Review of Economics and Finance，35(4)，451-466。
42.	Kilic, R.(2007)。Conditional Volatility and Distribution of Exchange Rates: GARCH and FIGARCH Models with NIG Distribution。Studies in Nonlinear Dynamics and Econometrics，11(3)，1-31。
43.	Kurihara, Y.(2006)。The Relationship between Exchange Rate and Stock Prices during the Quantitative Easing Policy in Japa。International Journal of Business，11(4)，375-386。
44.	Erbaykal, E.、Okuyan, H. A.(2007)。Hisse Senedi Fiyatları Ile Doviz Kuru Iliskisi: Gelismekte Olan Ulkeler Uzerine Ampirik Bir Uygulama。BDDK Bankacılık ve Finansal Piyasalar，1(1)，77-89。
45.	Friedman, B. M.、Kuttner, K. N.(1998)。Indicator Properties of the Paper-Bill Spread: Lessons from Recent Experience。The Review of Economics and Statistics，80(1)，34-44。
46.	Galbraith, J. W.、Tkacz, G.(2000)。Testing for Asymmetry in the Link between the Yield Spread and Output in the G-7 Countries。Journal of International Money and Finance，19(5)，657-672。
47.	Homan, A. C.(2009)。The Impact of 9/11 on the Persistence of Financial Return Volatility of Marine Firms。Eastern Economic Journal，35(1)，71-83。
48.	Hatemi, J. A.、Irandoust, M.(2002)。On the Causality between Exchange Rates and Stock Prices: A Note。Bulletin of Economic Research，54(2)，197-203。
49.	Smith, D. R.(2002)。Morkov-Switching and Stochastic Volatility Diffusion Models of Short-Term Interest Rates。Journal of Business & Economic Statistics，20(2)，183-197。
50.	Nguyen, D. K.、Bellalah, M.(2008)。Stock Market Liberalization, Structural Breaks and Dynamic Changes in Emerging Market Volatility。Review of Accounting and Finance，7(4)，396-411。
51.	Rapach, D. E.、Strauss, J. K.(2008)。Structural Breaks and GARCH Models of Exchange Rate Volatility。Journal of Applied Econometrics，23(1)，65-90。
52.	Sims, C. A.(1980)。Macroeconomic and Reality。Econometrica，48(1)，1-48。
53.	Thornton, J.(1993)。Money, Output and Stock Prices in the UK: Evidence on Some nonRelationships。Applied Financial Economics，3，335-338。

研究報告
1.	Li, L.、Hu, Z. F.(1998)。Responses of the Stock Market to Marcroeconomic Announcements across Economic States。

圖書
1.	Zarnowitz, V.(1992)。Business Cycles: Theory, History, Indicators, and Forecasting。Chicago, Illinois：The University of Chicago Press。

其他
1.	台灣經濟新報(2010)。台灣經濟新報資料庫，http://www.tej.com.tw/twsite/， 2013/08/16。延伸查詢
2.	Department of Statistic, Ministry of Education(2010)。AREMOS 經濟統計資料庫。延伸查詢

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