IDEAS home Printed from https://ideas.repec.org/a/prg/jnlpep/v2016y2016i6id591p686-705.html
   My bibliography  Save this article

Dynamic Nexus between Exchange Rate and Stock Prices in the Major East European Economies

Author

Listed:
  • Dejan Živkov
  • Jovan Njegić
  • Vera Mirović

Abstract

This paper investigates the dynamic conditional correlation (DCC) between stock returns and exchange rate in four East European emerging markets. Due to persistent long memory and the presence of the asymmetric effect in all asset markets we applied DCC-FIAPARCH model. The estimated negative DCC parameters in all scrutinized countries confirmed that portfolio-balanced theory has predominance in the short run in all selected economies. DCC parameters revealed significant time-varying behaviour, especially during the major crisis periods. By embedding dummy variables in the variance equations, we came to the conclusion that global shocks affect the volatility of DCCs. Particularly, it happened during the Global Financial Crisis and European sovereign debt crisis, but the effects were not linearly equal in all countries. Complementary rolling analysis unveils how conditional volatilities of analysed assets influence DCC. The results suggested that exchange rate conditional volatility has higher influence on DCC than stock conditional volatility.

Suggested Citation

  • Dejan Živkov & Jovan Njegić & Vera Mirović, 2016. "Dynamic Nexus between Exchange Rate and Stock Prices in the Major East European Economies," Prague Economic Papers, Prague University of Economics and Business, vol. 2016(6), pages 686-705.
  • Handle: RePEc:prg:jnlpep:v:2016:y:2016:i:6:id:591:p:686-705
    DOI: 10.18267/j.pep.591
    as

    Download full text from publisher

    File URL: http://pep.vse.cz/doi/10.18267/j.pep.591.html
    Download Restriction: free of charge

    File URL: http://pep.vse.cz/doi/10.18267/j.pep.591.pdf
    Download Restriction: free of charge

    File URL: https://libkey.io/10.18267/j.pep.591?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Yoichi Matsubayashi, 2011. "Exchange Rate, Expected Profit And Capital Stock Adjustment: Japanese Experience," The Japanese Economic Review, Japanese Economic Association, vol. 62(2), pages 215-247, June.
    2. Bentes, Sónia R. & Menezes, Rui & Mendes, Diana A., 2008. "Long memory and volatility clustering: Is the empirical evidence consistent across stock markets?," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(15), pages 3826-3830.
    3. Fang, WenShwo & Miller, Stephen M., 2009. "Modeling the volatility of real GDP growth: The case of Japan revisited," Japan and the World Economy, Elsevier, vol. 21(3), pages 312-324, August.
    4. Angelos Kanas, 2000. "Volatility Spillovers Between Stock Returns and Exchange Rate Changes: International Evidence," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 27(3‐4), pages 447-467, April.
    5. Syllignakis, Manolis N. & Kouretas, Georgios P., 2011. "Dynamic correlation analysis of financial contagion: Evidence from the Central and Eastern European markets," International Review of Economics & Finance, Elsevier, vol. 20(4), pages 717-732, October.
    6. Dimitriou, Dimitrios & Kenourgios, Dimitris, 2013. "Financial crises and dynamic linkages among international currencies," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 26(C), pages 319-332.
    7. Phylaktis, Kate & Ravazzolo, Fabiola, 2005. "Stock prices and exchange rate dynamics," Journal of International Money and Finance, Elsevier, vol. 24(7), pages 1031-1053, November.
    8. Baillie, Richard T. & Bollerslev, Tim & Mikkelsen, Hans Ole, 1996. "Fractionally integrated generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 74(1), pages 3-30, September.
    9. Tsai, I-Chun, 2012. "The relationship between stock price index and exchange rate in Asian markets: A quantile regression approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(3), pages 609-621.
    10. Walid, Chkili & Chaker, Aloui & Masood, Omar & Fry, John, 2011. "Stock market volatility and exchange rates in emerging countries: A Markov-state switching approach," Emerging Markets Review, Elsevier, vol. 12(3), pages 272-292, September.
    11. Jushan Bai & Pierre Perron, 2003. "Computation and analysis of multiple structural change models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 1-22.
    12. Tai, Chu-Sheng, 2007. "Market integration and contagion: Evidence from Asian emerging stock and foreign exchange markets," Emerging Markets Review, Elsevier, vol. 8(4), pages 264-283, December.
    13. Charfeddine, Lanouar & Ajmi, Ahdi Noomen, 2013. "The Tunisian stock market index volatility: Long memory vs. switching regime," Emerging Markets Review, Elsevier, vol. 16(C), pages 170-182.
    14. Baele, Lieven & Inghelbrecht, Koen, 2010. "Time-varying integration, interdependence and contagion," Journal of International Money and Finance, Elsevier, vol. 29(5), pages 791-818, September.
    15. Wenshwo Fang, 2002. "The effects of currency depreciation on stock returns: evidence from five East Asian economies," Applied Economics Letters, Taylor & Francis Journals, vol. 9(3), pages 195-199.
    16. Lin, Chien-Hsiu, 2012. "The comovement between exchange rates and stock prices in the Asian emerging markets," International Review of Economics & Finance, Elsevier, vol. 22(1), pages 161-172.
    17. Andrew Filardo & Guonan Ma & Dubravko Mihaljek, 2011. "Exchange rate and monetary policy frameworks in EMEs," BIS Papers chapters, in: Bank for International Settlements (ed.), Capital flows, commodity price movements and foreign exchange intervention, volume 57, pages 37-63, Bank for International Settlements.
    18. repec:ipg:wpaper:2014-549 is not listed on IDEAS
    19. Goddard, John & Onali, Enrico, 2012. "Short and long memory in stock returns data," Economics Letters, Elsevier, vol. 117(1), pages 253-255.
    20. Bartram, Söhnke M. & Bodnar, Gordon M., 2012. "Crossing the lines: The conditional relation between exchange rate exposure and stock returns in emerging and developed markets," Journal of International Money and Finance, Elsevier, vol. 31(4), pages 766-792.
    21. Liang, Chin-Chia & Lin, Jeng-Bau & Hsu, Hao-Cheng, 2013. "Reexamining the relationships between stock prices and exchange rates in ASEAN-5 using panel Granger causality approach," Economic Modelling, Elsevier, vol. 32(C), pages 560-563.
    22. Chaker Aloui, 2007. "Price and volatility spillovers between exchange rates and stock indexes for the pre- and post-euro period," Quantitative Finance, Taylor & Francis Journals, vol. 7(6), pages 669-685.
    23. MacKinnon, James G. & White, Halbert, 1985. "Some heteroskedasticity-consistent covariance matrix estimators with improved finite sample properties," Journal of Econometrics, Elsevier, vol. 29(3), pages 305-325, September.
    24. Chkili, Walid & Aloui, Chaker & Nguyen, Duc Khuong, 2014. "Instabilities in the relationships and hedging strategies between crude oil and US stock markets: Do long memory and asymmetry matter?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 33(C), pages 354-366.
    25. Tsagkanos, Athanasios & Siriopoulos, Costas, 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, Elsevier, vol. 25(C), pages 106-118.
    26. Y. K. Tse, 1998. "The conditional heteroscedasticity of the yen-dollar exchange rate," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 13(1), pages 49-55.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Tian, Maoxi & El Khoury, Rim & Alshater, Muneer M., 2023. "The nonlinear and negative tail dependence and risk spillovers between foreign exchange and stock markets in emerging economies," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 82(C).
    2. Salisu, Afees A. & Ndako, Umar B., 2018. "Modelling stock price–exchange rate nexus in OECD countries: A new perspective," Economic Modelling, Elsevier, vol. 74(C), pages 105-123.
    3. Salisu, Afees A. & Vo, Xuan Vinh, 2021. "The behavior of exchange rate and stock returns in high and low interest rate environments," International Review of Economics & Finance, Elsevier, vol. 74(C), pages 138-149.
    4. repec:prg:jnlpep:v:preprint:id:669:p:1-23 is not listed on IDEAS
    5. Afees A. Salisu & Kazeem Isah & Nnenna Ogbonnaya‐Orji, 2022. "A firm level analysis of asymmetric response of U.S. stock returns to exchange rate movements," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 1220-1239, January.
    6. Jelena Andrasic & Nada Milenkovic & Kristina Mijic & Vera Mirovic & Branimir Kalas, 2018. "The Impact of Acquisitions on Profitability: Evidence from the Banking Sector in Serbia," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 4, pages 83-99.
    7. Dejan Zivkov & Suzana Balaban & Jasmina Djuraskovic, 2018. "What Multiscale Approach Can Tell About the Nexus Between Exchange Rate and Stocks in the Major Emerging Markets?," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 68(5), pages 491-512, October.
    8. Jovan Njegić & Dejan Živkov & Irena Janković, 2018. "Interrelationship and Spillover Effect between Stock and Exchange Rate Markets in the Major Emerging Economies," Prague Economic Papers, Prague University of Economics and Business, vol. 2018(3), pages 270-292.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Dejan Živkov & Jovan Njegić & Vera Mirović, . "Dynamic Nexus between Exchange Rate and Stock Prices in the Major East European Economies," Prague Economic Papers, University of Economics, Prague, vol. 0, pages 1-20.
    2. Athanasios Koulakiotis & Apostolis Kiohos & Vassilios Babalos, 2015. "Exploring the interaction between stock price index and exchange rates: an asymmetric threshold approach," Applied Economics, Taylor & Francis Journals, vol. 47(13), pages 1273-1285, March.
    3. Vera Mirovic & Dejan Zivkov & Jovan Njegic, 2017. "Construction of Commodity Portfolio and Its Hedge Effectiveness Gauging – Revisiting DCC Models," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 67(5), pages 396-422, October.
    4. Tian, Maoxi & El Khoury, Rim & Alshater, Muneer M., 2023. "The nonlinear and negative tail dependence and risk spillovers between foreign exchange and stock markets in emerging economies," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 82(C).
    5. Dong, Xiyong & Li, Changhong & Yoon, Seong-Min, 2021. "How can investors build a better portfolio in small open economies? Evidence from Asia’s Four Little Dragons," The North American Journal of Economics and Finance, Elsevier, vol. 58(C).
    6. Xie, Zixiong & Chen, Shyh-Wei & Wu, An-Chi, 2020. "The foreign exchange and stock market nexus: New international evidence," International Review of Economics & Finance, Elsevier, vol. 67(C), pages 240-266.
    7. Pami Dua & Divya Tuteja, 2021. "Regime Shifts in the Behaviour of International Currency and Equity Markets: A Markov-Switching Analysis," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 19(1), pages 309-336, December.
    8. Liang, Chin-Chia & Lin, Jeng-Bau & Hsu, Hao-Cheng, 2013. "Reexamining the relationships between stock prices and exchange rates in ASEAN-5 using panel Granger causality approach," Economic Modelling, Elsevier, vol. 32(C), pages 560-563.
    9. Salisu, Afees A. & Ndako, Umar B., 2018. "Modelling stock price–exchange rate nexus in OECD countries: A new perspective," Economic Modelling, Elsevier, vol. 74(C), pages 105-123.
    10. Lin, Jeng-Bau & Fu, Shan-Heng, 2016. "Investigating the dynamic relationships between equity markets and currency markets," Journal of Business Research, Elsevier, vol. 69(6), pages 2193-2198.
    11. Salah A. Nusair & Jamal A. Al-Khasawneh, 2022. "On the relationship between Asian exchange rates and stock prices: a nonlinear analysis," Economic Change and Restructuring, Springer, vol. 55(1), pages 361-400, February.
    12. Karanasos, Menelaos & Yfanti, Stavroula & Karoglou, Michail, 2016. "Multivariate FIAPARCH modelling of financial markets with dynamic correlations in times of crisis," International Review of Financial Analysis, Elsevier, vol. 45(C), pages 332-349.
    13. Sang Hoon Kang & Ron McIver & Seong-Min Yoon, 2016. "Modeling Time-Varying Correlations in Volatility Between BRICS and Commodity Markets," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 52(7), pages 1698-1723, July.
    14. Chkili, Walid & Nguyen, Duc Khuong, 2014. "Exchange rate movements and stock market returns in a regime-switching environment: Evidence for BRICS countries," Research in International Business and Finance, Elsevier, vol. 31(C), pages 46-56.
    15. Xiyong Dong & Seong‐Min Yoon, 2018. "Structural breaks, dynamic correlations, and hedge and safe havens for stock and foreign exchange markets in Greater China," The World Economy, Wiley Blackwell, vol. 41(10), pages 2783-2803, October.
    16. Xingxing He & Korhan K. Gokmenoglu & Dervis Kirikkaleli & Syed Kumail Abbas Rizvi, 2023. "Co‐movement of foreign exchange rate returns and stock market returns in an emerging market: Evidence from the wavelet coherence approach," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(2), pages 1994-2005, April.
    17. Maud Korley & Evangelos Giouvris, 2021. "The Regime-Switching Behaviour of Exchange Rates and Frontier Stock Market Prices in Sub-Saharan Africa," JRFM, MDPI, vol. 14(3), pages 1-30, March.
    18. Gideon Boako & Maurice Omane-Adjepong & Joseph Magnus Frimpong, 2016. "Stock Returns and Exchange Rate Nexus in Ghana: A Bayesian Quantile Regression Approach," South African Journal of Economics, Economic Society of South Africa, vol. 84(1), pages 149-179, March.
    19. Andrew Phiri, 2020. "Structural changes in exchange rate-stock returns dynamics in South Africa: examining the role of crisis and new trading platform," Economic Change and Restructuring, Springer, vol. 53(1), pages 171-193, February.
    20. N Mozumder & G De Vita & K.S. Kyaw & C Larkin, 2015. "Volatility Spillover Between Stock Prices and Exchange Rates: New Evidence Across the Recent Financial Crisis Period," Economic Issues Journal Articles, Economic Issues, vol. 20(1), pages 43-64, March.

    More about this item

    Keywords

    exchange rate; stocks; DCC-FIAPARCH; structural breaks; East European countries;
    All these keywords.

    JEL classification:

    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:prg:jnlpep:v:2016:y:2016:i:6:id:591:p:686-705. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Stanislav Vojir (email available below). General contact details of provider: https://edirc.repec.org/data/uevsecz.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.