题名

股價、匯率及外資買賣超之非線性關係-多變量門檻模型之應用

并列篇名

Nonlinear Relationships Among Stock Price, Exchange Rate, and Foreign Investment: An Application of Multivariate Threshold Models

DOI

10.6545/JFS.2007.15(4).5

作者

林靜怡(Jhing-Yi Lin);劉曦敏(Shi-Miin Liu)

关键词

多變量門檻模型 ; 向量自我迴歸模型 ; Granger的因果關係檢定 ; 單根檢定 ; 非線性 ; multivariate threshold models ; vector autoregressive models ; Granger causality tests ; unit root tests ; nonlinearity

期刊名称

財務金融學刊

卷期/出版年月

15卷4期(2007 / 12 / 31)

页次

103 - 132

内容语文

繁體中文

中文摘要

本文先以Tsay(1998)所提出的多變量門檻檢定確認了台股指數、匯率及外資買賣超變數間存在非線性的關係後,再藉由逐點搜尋法找出合適的門檻變數值,據以將向量自我迴歸模型切割成低、中、高三個區間,以便檢視不同情境下變數間的互動,而Granger的因果關係檢定則可進一步幫助我們確認兩兩變數間的關係。本文發現,匯率變動率與股指報酬率大致會相互影響,但當外資看多與看空台股時,匯率變動率會單向領先股指報酬率。又僅在外資看法相對樂觀與相對悲觀的區間,外資的操作才會對國內的股、匯市造成衝擊。此外,外資進出台股的主要考量似為報酬因素,並不受台幣幣值的影響。

英文摘要

In order to understand whether the relationships among stock price, exchange rate, and foreign investment involve threshold nonlinearity, this paper employs a statistic proposed by Tsay (1998) to perform the investigation. After finding that the threshold phenomenon is strongly suggested, a grid search method is adopted to discover suitable values for threshold variable s and vector autoregressive models are divided into three regimes of low, medium, and high accordingly. Then, the interactions among stock price, exchange rate, and foreign investment can be examined under various scenarios. And Granger causality tests are used to further confirm the lead-lag relationships in pair variables. It is discovered that the feedback relationships between exchange rate variation and stock index return exist in most regimes. Nevertheless, exchange rate variation leads stock index return when foreign investors are relatively optimistic and pessimistic about Taiwan's stock market. Also, merely under the same altitude s of foreign investors need we worry about shocks to our stock and foreign exchange markets caused by the foreign money flow. Finally, it seems that foreign investors trade in our stock market for potential returns, and concern little about the appreciation and devaluation of NT$.

主题分类 社會科學 > 經濟學
社會科學 > 財金及會計學
参考文献
  1. 姜淑美、鄭婉秀、邱建良(2003)。外資交易行為、股市及匯市動態關係之研究。風險管理學報,15(1),45-64。
    連結:
  2. Aggarwal, R.,S. N. Chen(1990).The Adjustment of Stock Returns to Block Trading Information.Quarterly Journal of Business and Economics,29,45-56.
  3. Campbell, J. Y.,S. J. Grossman,J. Wang(1993).Trading Volume and Serial Correlation in Stock Returns.The Quarterly Journal of Economics,108(4),905-939.
  4. Chan, K. S.,H. Tong(1990).On Likelihood Ratio Tests for Threshold Autoregression.Journal of the Royal Statistical Society,52,469-476.
  5. Chan, K.,C. Louis,J. Lakonishok(1993).Institutional Trades and Intraday Stock Price Behavior.Journal of Financial Economics,33,173-199.
  6. Chan, L. K. C.,J. Lakonishok(1995).The Behavior of Stock Prices around Institutional Trades.Journal of Finance,50,1147-1174.
  7. Choe, H.,B.-C. Kho,R. M. Stulz(1999).Do Foreign Investors Destabilize Stock Markets? The Korean Experience in 1997.Journal of Financial Economics,54,227-264.
  8. DeLong, J. B.,A. Shleifer,L. H. Summers,R. J. Waldmann(1990).Noise Trader Risk in Financial Markets.Journal of Political Economy,99(4),703-738.
  9. Dickey, D. A.,W. A. Fuller(1981).Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root.Econometrica,49,1057-1072.
  10. Dickey, D. A.,W. A. Fuller(1979).Distribution of the Estimates for Autoregressive Time Series with a Unit Root.Journal of the American Statistical Association,74,427-431.
  11. Doldado, J.,T. Jenkinson,S. Sosvilla-Rivero(1990).Cointegration and Unit Roots.Journal of Economic Surveys,4,249-273.
  12. Enders, W.(2004).Applied Econometric Time Series.John Wiley and Sons, Inc.
  13. Hamao, Y.,J. Mei(1995).Living with the `Enemy`: An Analysis of Foreign Investment in the Japanese Equity Market.Journal of International Money and Finance,20,715-735.
  14. Hansen, B. E.(1996).Inference When a Nuisance Parameter is not Identified under the Null Hypothesis.Econometrica,64,413-430.
  15. Lakonishok, J.,A. Shleifer,R.W. Vishny(1992).The Impact of Institutional Trading on Stock Prices.Journal of Financial Economics,32,23-43.
  16. Stiglitz, J.(1998).Boats, Planes and Capital Flows.Financial Times.
  17. Tong, H.(1983).Threshold Models in Nonlinear Time Series Analysis.New York:Spring-Verlag.
  18. Tong, H.,C. H. Chen(ed.)(1978).On a Threshold Model in Pattern Recognition and Signal Processing.Amsterdam:Sijhoff and Noordhoff.
  19. Tong, H.,K. S. Lim(1980).Threshold Autoregressions, Limit Cycles, and Cyclical Data.Journal of the Royal Statistical Society,42,245-292.
  20. Tsay, R. S.(1989).Testing and Modeling Threshold Autoregressive Processes.Journal of the American Statistical Association,84(405),231-240.
  21. Tsay, R. S.(1998).Testing and Modeling Multivariate Threshold Models.Journal of the American Statistical Association,93(443),1188-1202.
  22. 林建宇(2004)。碩士論文(碩士論文)。東華大學國際經濟研究所。
  23. 徐魁君(2002)。碩士論文(碩士論文)。台北大學合作經濟研究所。
  24. 陳威全(1998)。碩士論文(碩士論文)。銘傳大學金融研究所。
  25. 陳慧如(1996)。碩士論文(碩士論文)。淡江大學財務金融研究所。
  26. 曾友弦(1995)。碩士論文(碩士論文)。中央大學財務管理研究所。
  27. 黃于珍(1998)。碩士論文(碩士論文)。輔仁大學金融研究所。
  28. 楊啟宏(1998)。碩士論文(碩士論文)。台灣大學財務金融學系研究所。
  29. 劉祥熹、李崇主(2000)。台灣地區外資、匯率與股價關連性之研究-VAR與VECM之應用。證券市場發展,12(3),1-41。
被引用次数
  1. 陳玉芬、林福來、白凱任(2012)。以滾動因果檢定法探討外資交易與股、匯市之動態關係。台灣金融財務季刊,13(4),79-105。
  2. (2012)。以滾動因果檢定法探討外資交易與股、匯市之動態關係。台灣金融財務季刊,13(4),79-105。
  3. (2024)。以資產面的視角看匯率避險策略。管理學報,41(2),177-194。