Skip to main content
Log in

Stock markets and effective exchange rates in European countries: threshold cointegration findings

  • Original Paper
  • Published:
Eurasian Economic Review Aims and scope Submit manuscript

Abstract

The nexus between stock markets and exchange rates is examined in the case of eight European countries. The sample consists of four economies with national currencies and four that have adopted the euro. Thus, if differences between the two groups in the relationship governing the two markets exist, they will be unveiled. To this effect, a threshold cointegration methodology is adopted that allows for more reliable inferences to be drawn for both the short and long run nexus between the two markets. Monthly data is used covering the period 01/2000–12/2014. The findings reported herein offer support in favor of the portfolio approach thesis over the recent economic crisis period, but this finding is not the case for the entire sample. Bidirectional causality is found for Norway and the UK, pointing to a currency effect on stock markets. In view of the findings reported herein, policies aiming at reducing uncertainty in the stock markets can exert beneficial effects on currency markets.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

Notes

  1. Asymmetries across European market relationships have been established by Philippas and Dragomirescu-Gaina (2013) and Dragomirescu-Gaina and Philippas (2015).

  2. Specifically the following indices are investigated here: DAX, CAC40, FTSE MIB Index, FTSE 100, Københavns Fondsbørs Indeks, Oslo Bors All-Share Index, OMX Stockholm 30 Index, Association of Spanish Stock Exchanges Index.

  3. Moreover, by using a bivariate VAR model, the multivariate AIC selected a model using two or three lagged changes of the series in most of the cases. The Johansen (1996) procedure was not able to detect a long-run equilibrium relationship between these two series at conventional significance levels. These results are not presented here for reasons of brevity.

  4. We refer to consistent TAR and M-TAR models with the acronyms TART and M-TART.

  5. F-statistics are higher than the critical values, at the 5 % significance level as reported by Enders and Siklos (2001).

  6. We have to mention at that point that in cases where problems of heteroskedasticity are presented we used Newey-West constistent estimators.

  7. It should be mentioned that Eqs. (6) and (7) were also estimated with the use of a lower lag length, and the coefficients of the error-terms were quite robust to different lag lengths.

  8. The findings are not reported for economy of space reasons.

References

  • Ajayi, R. A., & Mougoue, M. (1996). On the dynamic relation between stock prices and exchange rates. Journal of Financial Research, 19, 193–207.

    Article  Google Scholar 

  • Asimakopoulos, I., & Siriopoulos, C. (1997). The relation between stock prices and exchange rates: An alternative approach. Journal of Euro-Asian Management, 3, 87–100.

    Google Scholar 

  • Aysan, A. F., Fendoglu, S., & Kilinc, M. (2014). Managing short-term capital flows in new central banking: Unconventional monetary policy framework in Turkey. Eurasian Economic Review, 4(1), 45–69.

    Article  Google Scholar 

  • Bahmani-Oskooee, M., & Sohrabian, A. (1992). Stock prices and the effective exchange rate of the dollar. Applied Economics, 24, 459–464.

    Article  Google Scholar 

  • Balke, N. S., & Fomby, T. B. (1997). Threshold cointegration. International Economic Review, 38, 627–645.

    Article  Google Scholar 

  • Bartov, E., & Bodnar, G. M. (1994). Firm valuation, earnings expectations, and the exchange-rate exposure effect. Journal of Finance, 49, 1755–1785.

    Article  Google Scholar 

  • Bhandari, J. S., & Genberg, H. (1989). Exchange rate movements and international independence of stock markets. International monetary fund working paper WP/89/44.

  • Bodnar, G. M., & Gentry, W. M. (1993). Exchange rate exposure and industry characteristics: Evidence from Canada, Japan, and the USA. Journal of International Money and Finance, 12, 29–45.

    Article  Google Scholar 

  • Caporale, G. M., Hunter, J., & Ali, F. M. (2014). On the linkages between stock prices and exchange rates: Evidence from the banking crisis of 2007–2010. International Review of Financial Analysis, 33, 87–103.

    Article  Google Scholar 

  • Chan, K. S. (1993). Consistency and limiting distribution of the least squares estimator of a threshold autoregressive model. The Annals of Statistics, 21, 520–533.

    Article  Google Scholar 

  • Chkili, W., Aloui, C., Masood, O., & Fry, J. (2011). Stock market volatimity and exchange rates in emerging countries: A Markov-state switching approach. Emerging Markets Review, 12, 272–292.

    Article  Google Scholar 

  • Chkili, W., Aloui, C., & Nguyen, D. K. (2012). Asymmetric effects and long memory dynamic volatility relationships between stock returns and exchange rates. Journal of International Financial Markets, Institutions and Money, 22, 738–757.

    Article  Google Scholar 

  • Choi, J. J. (1995). The Japanese and US stock prices: A comparative fundamental analysis. Japan and the World Economy, 7, 347–360.

    Article  Google Scholar 

  • Chortareas, G., Cipollini, A., & Eissa, M. A. (2012). Switching to floating exchange rates, devaluations, and stock returns in MENA countries. International Review of Financial Analysis, 21, 119–127.

    Article  Google Scholar 

  • Diamandis, P. F., & Drakos, A. A. (2011). Financial liberalization, exchange rates and stock prices: Exogenous shocks in four Latin America countries. Journal of Policy Modeling, 33, 381–394.

    Article  Google Scholar 

  • Dickey, D. A., & Fuller, W. A. (1981). Likelihood ratio statistics for autoregressive time series with unit root. Econometrica, 49, 1057–1072.

    Article  Google Scholar 

  • Donnelly, R., & Sheehy, E. (1996). The share price reaction of U.K. exporters to exchange rate movements: An empirical study. Journal of International Business Studies, 27, 157–165.

    Article  Google Scholar 

  • Dornbusch, R., & Fischer, S. (1980). Exchange rates and current account. American Economic Review, 70, 960–971.

    Google Scholar 

  • Dragomirescu-Gaina, C., & Philippas, D. (2015). Strategic interactions of fiscal policies in Europe: A global VAR perspective. Journal of international Money and Finance. doi:10.1016/j.jimonfin.2015.06.001.

    Google Scholar 

  • Enders, W., & Granger, C. (1998). Unit-root tests and asymmetric adjustment with an example using the term structure of interest rates. Journal of Business Economics and Statistics, 16, 304–311.

    Google Scholar 

  • Enders, W., & Siklos, P. L. (2001). Cointegration and threshold adjustment. Journal of Business Economics and Statistics, 19, 166–176.

    Article  Google Scholar 

  • Engle, R., & Granger, C. (1987). Co-integration and error correction representation, estimation and testing. Econometrica, 55, 251–267.

    Article  Google Scholar 

  • Fernandez, V. (2006). External dependence in European capital markets. Journal of Applied Economics, 9(2), 275–293.

    Google Scholar 

  • Frankel, J. (1983). Monetary and portfolio balance models of exchange rate determination. In J. Bhandari & B. Putnam (Eds.), Economic interdependence and flexible exchange rates. Cambridge, MA: MIT Press.

    Google Scholar 

  • Frenkel, J. (1976). A monetary approach to the exchange rate: Doctrinal aspects and empirical evidence. Scandinavian Journal of Economics, 78, 200–224.

    Article  Google Scholar 

  • Gavin, M. (1989). The stock market and exchange rate dynamics. Journal of International Money and Finance, 8, 181–200.

    Article  Google Scholar 

  • Gil-Alana, L. A. (2008). A simple non-linear model with fractional integration for financial time series data. International Review of Financial Analysis, 17, 838–848.

    Article  Google Scholar 

  • Granger, C. W. (1969). Investigating causal relations by econometrics models and cross spectral methods. Econometrica, 39, 199–211.

    Article  Google Scholar 

  • Granger, C., Huangb, B.-N., & Yang, C.-W. (2000). A bivariate causality between stock prices and exchange rates: Evidence from recent Asian flu. The Quarterly Review of Economics and Finance, 40, 337–354.

    Article  Google Scholar 

  • Griffin, J. M., & Stulz, R. M. (2001). International competition and exchange rate shocks: A cross-country industry analysis of stock returns. Review of Financial Studies, 14, 215–241.

    Article  Google Scholar 

  • Hatemi, J. A., & Irandoust, M. (2002). On the causality between exchange rates and stock prices: A note. Bulletin of Economic Research, 54, 197–203.

    Article  Google Scholar 

  • He, J., & Ng, L. K. (1998). The foreign exchange exposure of Japanese multinational corporations. Journal of Finance, 53, 733–753.

    Article  Google Scholar 

  • Jorion, P. (1991). The pricing of exchange rate risk in the stock market. Journal of Financial and Quantitative Analysis, 26, 363–376.

    Article  Google Scholar 

  • Kim, K. H. (2003). Dollar exchange rate and stock price: Evidence from multivariate cointegration and error correction model. Review of Financial Economics, 12, 301–313.

    Article  Google Scholar 

  • Kollias, C., Mylonidis, N., & Paleologou, S. (2012). The nexus between exchange rates and stock markets: Evidence from the euro-dollar rate and composite European stock indices using rolling analysis. Journal of Economics and Finance, 36, 136–147.

    Article  Google Scholar 

  • Kumar, M. (2013). Returns and volatility spillover between stock prices and exchange rates: Empirical evidence from IBSA countries. International Journal of Emerging Markets, 8, 108–128.

    Article  Google Scholar 

  • Kutty, G. (2010). The relationship between exchange rates and stock prices: The case of Mexico. North American Journal of Finance and Banking Research, 4, 1–12.

    Google Scholar 

  • Kwiatkowski, D., Phillips, P. C. B., Schmidt, P., & Shin, Y. (1992). Testing the null hypothesis of stationarity against the alternative of a unit root. Journal of Econometric, 54, 159–178.

    Article  Google Scholar 

  • Lin, C.-H. (2012). The comovement between exchange rates and stock prices in the Asian emerging markets. International Review of Economics & Finance, 22, 161–172.

    Article  Google Scholar 

  • MacKinnon, J. G. (1996). Numerical distribution functions for unit root and cointegration tests. Journal of Applied Econometrics, 11, 601–618.

    Article  Google Scholar 

  • Mok, H. (1993). Causality of interest rate, exchange rate and stock price at stock market open and close in Hong Kong. Asia Pacific Journal of Management, 10, 123–143.

    Article  Google Scholar 

  • Moore, T., & Wang, P. (2014). Dynamic linkage between real exchange rates and stock prices: Evidence from developed and emerging Asian markets. International Review of Economics & Finance, 29, 1–11.

    Article  Google Scholar 

  • Newey, W., & West, K. (1994). Automatic lag selection in covariance matrix estimation. Review of Economic Studies, 61, 631–653.

    Article  Google Scholar 

  • Ng, S., & Perron, P. (2001). Lag length selection and the construction of unit root tests with good size and power. Econometrica, 69, 1519–1554.

    Article  Google Scholar 

  • Nieh, C.-C., & Lee, C.-F. (2001). Dynamic relationship between stock prices and exchange rates for G-7 countries. Quarterly Review of Economics and Finance, 41, 477–490.

    Article  Google Scholar 

  • Oduncu, A., Taskin, T., Ermisoglu, E., & Akcelik, Y. (2014). Effects of additional monetary tightening on exchange rates. Eurasian Economic Review, 4(1), 75–83.

    Google Scholar 

  • Pan, M.-S., Chi-Wing Fok, R., & Liu, A. Y. (2007). Dynamic linkages between exchange rates and stock prices: Evidence from East Asian markets. International Review of Economics and Finance, 16, 503–520.

    Article  Google Scholar 

  • Papadamou, S., Sidiropoulos, M., & Spyromitros, E. (2014). Does central bank transparency affect stock market volatility? Journal of International Financial Markets, Institutions and Money, 31, 362–377.

    Article  Google Scholar 

  • Philippas, D., & Dragomirescu-Gaina, C. (2013). EMU Sovereign risks: Is the EMU the playground for Asymmetries? Journal of Economic Asymmetries, 10(1), 21–31.

    Article  Google Scholar 

  • Phylaktis, K., & Ravazzolo, F. (2005). Stock prices and exchange rate dynamics. Journal of International Money and Finance, 24, 1031–1053.

    Article  Google Scholar 

  • Rutledge, R. W., Karim, K. E., & Li, C. (2014). A study of the relationship between renminbi exchange rates and Chinese stock prices. International Economic Journal, 28(3), 381–403.

    Article  Google Scholar 

  • Smyth, R., & Nandha, M. (2003). Bivariate causality between exchange rates and stock prices in South Asia. Applied Economics Letters, 10, 699–704.

    Article  Google Scholar 

  • Swanson, P. E. (2003). The interrelatedness of global equity markets, money markets, and foreign exchange markets. International Review of Financial Analysis, 12, 135–155.

    Article  Google Scholar 

  • Tsagkanos, A., & Siriopoulos, C. (2013). A long-run relationship between stock price index and exchange rate: A structural nonparametric cointegrating regression approach. Journal of International Financial Markets, Institutions and Money, 25, 106–118.

    Article  Google Scholar 

  • Wu, Y. (2000). Stock prices and exchange rates in a VEC model. The case of Singapore in the 1990s. Journal of Economics and Finance, 24, 260–274.

    Article  Google Scholar 

  • Yang, Z., Tu, A. H., & Zeng, Y. (2014). Dynamic linkages between Asian stock prices and exchange rates: New evidence from causality in quantiles. Applied Economics, 46(11), 1184–1201.

    Article  Google Scholar 

  • Yau, H.-Y., & Nieh, C.-C. (2009). Testing for cointegration with threshold effect between stock prices and exchange rates in Japan and Taiwan. Japan and the World Economy, 21, 292–300.

    Article  Google Scholar 

  • Yau, H.-Y., & Nieh, C.-C. (2010). The impact of renminbi appreciation on stock prices in China. Emerging Markets Finance and Trade, 46, 16–26.

    Article  Google Scholar 

  • Zhao, H. (2010). Dynamic relationship between exchange rate and stock price: Evidence from China. Research in International Business and Finance, 24, 103–112.

    Article  Google Scholar 

  • Zivot, E., & Andrews, D. W. (1992). Further evidence on the great crash, the oil-price shock, and the unit-root. Journal of Business & Economic Statistics, 10(3), 251–270.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Christos Kollias.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kollias, C., Papadamou, S. & Siriopoulos, C. Stock markets and effective exchange rates in European countries: threshold cointegration findings. Eurasian Econ Rev 6, 215–274 (2016). https://doi.org/10.1007/s40822-015-0040-7

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40822-015-0040-7

Keywords

JEL Classification

Navigation