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Stock market's response to real output shocks in Eastern European frontier markets: A VARwAL model

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  • Ülkü, Numan
  • Kuruppuarachchi, Duminda
  • Kuzmicheva, Olga

Abstract

We study stock market's response to real output shocks in the small and young Eastern European frontier markets, and compare to the larger European emerging- and world's most developed markets. To obtain a complete time profile of stock market's response, we use a Vector Auto-regression with Asymmetric Leads (VARwAL) model, which is a special case of the mix (noncausal) VARs. Results confirm its efficacy: in every country, both the forward-looking and delayed components of stock market's response are significant. Stock market returns forecast future real output equally well in Eastern European frontier markets as in developed and larger-emerging markets. The distant-horizon forward-looking response is larger in frontier markets, whereas the near-horizon forward-looking response is larger in developed markets.

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  • Ülkü, Numan & Kuruppuarachchi, Duminda & Kuzmicheva, Olga, 2017. "Stock market's response to real output shocks in Eastern European frontier markets: A VARwAL model," Emerging Markets Review, Elsevier, vol. 33(C), pages 140-154.
  • Handle: RePEc:eee:ememar:v:33:y:2017:i:c:p:140-154
    DOI: 10.1016/j.ememar.2017.09.004
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    as
    1. Roger Farmer, 2012. "The Stock Market Crash of 2008 Caused the Great Recession," 2012 Meeting Papers 145, Society for Economic Dynamics.
    2. Randall Morck & Andrei Shleifer & Robert W. Vishny, 1990. "The Stock Market and Investment: Is the Market a Sideshow?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 21(2), pages 157-216.
    3. Numan Ülkü & Duminda Kuruppuarachchi, 2015. "Stock Market's Response to Real Output Shocks: Connection Restored but Delayed," International Review of Finance, International Review of Finance Ltd., vol. 15(4), pages 613-622, December.
    4. Lanne, Markku & Saikkonen, Pentti, 2013. "Noncausal Vector Autoregression," Econometric Theory, Cambridge University Press, vol. 29(3), pages 447-481, June.
    5. Jay Choi, Jongmoo & Hauser, Shmuel & Kopecky, Kenneth J., 1999. "Does the stock market predict real activity? Time series evidence from the G-7 countries," Journal of Banking & Finance, Elsevier, vol. 23(12), pages 1771-1792, December.
    6. Saikkonen, Pentti, 1992. "Estimation and Testing of Cointegrated Systems by an Autoregressive Approximation," Econometric Theory, Cambridge University Press, vol. 8(1), pages 1-27, March.
    7. Mauro, Paolo, 2003. "Stock returns and output growth in emerging and advanced economies," Journal of Development Economics, Elsevier, vol. 71(1), pages 129-153, June.
    8. Barro, Robert J, 1990. "The Stock Market and Investment," The Review of Financial Studies, Society for Financial Studies, vol. 3(1), pages 115-131.
    9. Farmer, Roger E.A., 2012. "The stock market crash of 2008 caused the Great Recession: Theory and evidence," Journal of Economic Dynamics and Control, Elsevier, vol. 36(5), pages 693-707.
    10. Nasseh, Alireza & Strauss, Jack, 2000. "Stock prices and domestic and international macroeconomic activity: a cointegration approach," The Quarterly Review of Economics and Finance, Elsevier, vol. 40(2), pages 229-245.
    11. Nikiforos T. Laopodis, 2006. "Dynamic Interactions among the Stock Market, Federal Funds Rate, Inflation, and Economic Activity," The Financial Review, Eastern Finance Association, vol. 41(4), pages 513-545, November.
    12. Binswanger, Mathias, 2000. "Stock market booms and real economic activity: Is this time different?," International Review of Economics & Finance, Elsevier, vol. 9(4), pages 387-415, October.
    13. Tsouma, Ekaterini, 2009. "Stock returns and economic activity in mature and emerging markets," The Quarterly Review of Economics and Finance, Elsevier, vol. 49(2), pages 668-685, May.
    14. Lütkepohl,Helmut & Krätzig,Markus (ed.), 2004. "Applied Time Series Econometrics," Cambridge Books, Cambridge University Press, number 9780521547871.
    15. Jan Hanousek & Randall K. Filer, 2000. "The Relationship Between Economic Factors and Equity Markets in Central Europe," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 8(3), pages 623-638, November.
    16. Binswanger, Mathias, 2004. "How important are fundamentals?--Evidence from a structural VAR model for the stock markets in the US, Japan and Europe," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 14(2), pages 185-201, April.
    17. George W. Gallinger, 1994. "Causality Tests Of The Real Stock Return-Real Activity Hypothesis," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 17(2), pages 271-288, June.
    18. Tarun K. Mukherjee & Atsuyuki Naka, 1995. "Dynamic Relations Between Macroeconomic Variables And The Japanese Stock Market: An Application Of A Vector Error Correction Model," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 18(2), pages 223-237, June.
    19. Markku Lanne & Henri Nyberg, 2015. "Nonlinear dynamic interrelationships between real activity and stock returns," CREATES Research Papers 2015-36, Department of Economics and Business Economics, Aarhus University.
    20. Funke, Norbert, 2004. "Is there a stock market wealth effect in emerging markets?," Economics Letters, Elsevier, vol. 83(3), pages 417-421, June.
    21. Bruce Morley & Eric Pentecost, 2000. "Common trends and cycles in G-7 countries exchange rates and stock prices," Applied Economics Letters, Taylor & Francis Journals, vol. 7(1), pages 7-10.
    22. Shanken, Jay & Weinstein, Mark I., 2006. "Economic forces and the stock market revisited," Journal of Empirical Finance, Elsevier, vol. 13(2), pages 129-144, March.
    23. Peter Blair Henry, 2000. "Stock Market Liberalization, Economic Reform, and Emerging Market Equity Prices," Journal of Finance, American Finance Association, vol. 55(2), pages 529-564, April.
    24. Domian, Dale L. & Louton, David A., 1997. "A threshold autoregressive analysis of stock returns and real economic activity," International Review of Economics & Finance, Elsevier, vol. 6(2), pages 167-179.
    25. Markku Lanne & Jani Luoto, 2016. "Noncausal Bayesian Vector Autoregression," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(7), pages 1392-1406, November.
    26. Canova, Fabio & De Nicolo', Gianni, 1995. "Stock returns and real activity: A structural approach," European Economic Review, Elsevier, vol. 39(5), pages 981-1015, May.
    27. Gallinger, George W, 1994. "Causality Tests of the Real Stock Return-Real Activity Hypothesis," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 17(2), pages 271-288, Summer.
    28. Cheung, Yin-Wong & Ng, Lilian K., 1998. "International evidence on the stock market and aggregate economic activity," Journal of Empirical Finance, Elsevier, vol. 5(3), pages 281-296, September.
    29. Fama, Eugene F, 1990. "Stock Returns, Expected Returns, and Real Activity," Journal of Finance, American Finance Association, vol. 45(4), pages 1089-1108, September.
    30. John M. Griffin & Patrick J. Kelly & Federico Nardari, 2010. "Do Market Efficiency Measures Yield Correct Inferences? A Comparison of Developed and Emerging Markets," The Review of Financial Studies, Society for Financial Studies, vol. 23(8), pages 3225-3277, August.
    31. Lee, Bong-Soo, 1992. "Causal Relations among Stock Returns, Interest Rates, Real Activity, and Inflation," Journal of Finance, American Finance Association, vol. 47(4), pages 1591-1603, September.
    32. Hassapis, Christis & Kalyvitis, Sarantis, 2002. "Investigating the links between growth and real stock price changes with empirical evidence from the G-7 economies," The Quarterly Review of Economics and Finance, Elsevier, vol. 42(3), pages 543-575.
    33. Lütkepohl,Helmut & Krätzig,Markus (ed.), 2004. "Applied Time Series Econometrics," Cambridge Books, Cambridge University Press, number 9780521839198.
    34. Granger, Clive W J, 1986. "Developments in the Study of Cointegrated Economic Variables," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 48(3), pages 213-228, August.
    35. Rangvid, Jesper, 2001. "Predicting returns and changes in real activity: evidence from emerging economies," Emerging Markets Review, Elsevier, vol. 2(4), pages 309-329, December.
    36. James M. Poterba, 2000. "Stock Market Wealth and Consumption," Journal of Economic Perspectives, American Economic Association, vol. 14(2), pages 99-118, Spring.
    37. Mukherjee, Tarun K & Naka, Atsuyuki, 1995. "Dynamic Relations between Macroeconomic Variables and the Japanese Stock Market: An Application of a Vector Error Correction Model," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 18(2), pages 223-237, Summer.
    38. Stefan Lyocsa & Eduard Baumohl & Tomas Vyrost, 2011. "The Stock Markets and Real Economic Activity," Eastern European Economics, Taylor & Francis Journals, vol. 49(4), pages 6-23, July.
    39. Morck, Randall & Shleifer, Andrei & Vishny, Robert W, 1990. "The Stock Market Investments: Is the Market a Sideshow?," Scholarly Articles 30747157, Harvard University Department of Economics.
    40. Laopodis, Nikiforos T., 2011. "Equity prices and macroeconomic fundamentals: International evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(2), pages 247-276, April.
    41. Mark J. Flannery & Aris A. Protopapadakis, 2002. "Macroeconomic Factors Do Influence Aggregate Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 15(3), pages 751-782.
    42. Du, Ding & Denning, Karen & Zhao, Xiaobing, 2012. "Real aggregate activity and stock returns," Journal of Economics and Business, Elsevier, vol. 64(5), pages 323-337.
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    More about this item

    Keywords

    Stock market – real output interaction; Eastern European frontier markets; VARwAL model;
    All these keywords.

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • P34 - Political Economy and Comparative Economic Systems - - Socialist Institutions and Their Transitions - - - Finance
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics

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