IDEAS home Printed from https://ideas.repec.org/a/ist/iujecs/v63y20211p199-211.html
   My bibliography  Save this article

On Determinants of Exchange Market Pressure in Turkey: The Role of Model Uncertainty

Author

Listed:
  • Gülden Poyraz

    (Bandirma Onyedi Eylül University, Foreign Trade Department, Balikesir, Turkey)

  • Ahmet İncekara

    (Istanbul University, Department of Economics, Istanbul, Turkey)

Abstract

Macroeconomic and financial indicators have a significant impact on the exchange market pressure (EMP) in Turkey. Despite the huge amount of literature on the subject, there is no study focusing on Turkey that takes into account the role of model uncertainty on exchange market pressure. The role of model uncertainty should be taken into consideration, given the lack of a unique theoretical framework on the exchange markets pressure and a set of numerous explanatory variables. The Bayesian model averaging (BMA) technique is capable of determining as to whether any explanatory variable should be included in the analysis, i.e. the models with high posterior probability. To this end, the determinants of the exchange market pressure index (EMPI) in Turkey for the period of 2010M1-2020M3 are identified using the Bayesian model averaging which takes into account the role of model uncertainty. Model results indicate that the slope of the yield curve, domestic credit growth, the long term yield differentials, and short-term portfolio flows play a significant role as determinants of the exchange rate pressures of Turkey.

Suggested Citation

  • Gülden Poyraz & Ahmet İncekara, 2021. "On Determinants of Exchange Market Pressure in Turkey: The Role of Model Uncertainty," Journal of Economy Culture and Society, Istanbul University, Faculty of Economics, vol. 63(63), pages 199-211, June.
  • Handle: RePEc:ist:iujecs:v:63:y:2021:1:p:199-211
    DOI: 10.26650/JECS2020-0110
    as

    Download full text from publisher

    File URL: https://cdn.istanbul.edu.tr/file/JTA6CLJ8T5/0BF1E684BB0242018F09C65BE42CE253
    Download Restriction: no

    File URL: https://iupress.istanbul.edu.tr/en/journal/jecs/article/on-determinants-of-exchange-market-pressure-in-turkey-the-role-of-model-uncertainty
    Download Restriction: no

    File URL: https://libkey.io/10.26650/JECS2020-0110?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
    ---><---

    References listed on IDEAS

    as
    1. Feldkircher, Martin & Horvath, Roman & Rusnak, Marek, 2014. "Exchange market pressures during the financial crisis: A Bayesian model averaging evidence," Journal of International Money and Finance, Elsevier, vol. 40(C), pages 21-41.
    2. Arturo Estrella & Mary R. Trubin, 2006. "The yield curve as a leading indicator: some practical issues," Current Issues in Economics and Finance, Federal Reserve Bank of New York, vol. 12(Jul).
    3. Rey, Hélène & Gourinchas, Pierre-Olivier, 2016. "Real Interest Rates, Imbalances and the Curse of Regional Safe Asset Providers at the Zero Lower Bound," CEPR Discussion Papers 11503, C.E.P.R. Discussion Papers.
    4. Aizenman, Joshua & Binici, Mahir, 2016. "Exchange market pressure in OECD and emerging economies: Domestic vs. external factors and capital flows in the old and new normal," Journal of International Money and Finance, Elsevier, vol. 66(C), pages 65-87.
    5. Martin Feldkircher & Stefan Zeugner, 2009. "Benchmark Priors Revisited: On Adaptive Shrinkage and the Supermodel Effect in Bayesian Model Averaging," IMF Working Papers 2009/202, International Monetary Fund.
    6. Ley, Eduardo & Steel, Mark F.J., 2012. "Mixtures of g-priors for Bayesian model averaging with economic applications," Journal of Econometrics, Elsevier, vol. 171(2), pages 251-266.
    7. Elod Takáts & Abraham Vela, 2014. "International monetary policy transmission," BIS Papers chapters, in: Bank for International Settlements (ed.), The transmission of unconventional monetary policy to the emerging markets, volume 78, pages 25-44, Bank for International Settlements.
    8. Crespo Cuaresma, Jesús & Slacik, Tomas, 2009. "On the determinants of currency crises: The role of model uncertainty," Journal of Macroeconomics, Elsevier, vol. 31(4), pages 621-632, December.
    9. Babecký, Jan & Havránek, Tomáš & Matějů, Jakub & Rusnák, Marek & Šmídková, Kateřina & Vašíček, Bořek, 2013. "Leading indicators of crisis incidence: Evidence from developed countries," Journal of International Money and Finance, Elsevier, vol. 35(C), pages 1-19.
    10. Yu-chin Chen & Kwok Ping Tsang, 2013. "What Does the Yield Curve Tell Us about Exchange Rate Predictability?," The Review of Economics and Statistics, MIT Press, vol. 95(1), pages 185-205, March.
    11. Stijn Claessens & M Ayhan Kose, 2017. "Asset prices and macroeconomic outcomes: a survey," BIS Working Papers 676, Bank for International Settlements.
    12. Mr. Stephan Danninger & Ms. Irina Tytell & Mr. Ravi Balakrishnan & Mr. Selim A Elekdag, 2009. "The Transmission of Financial Stress from Advanced to Emerging Economies," IMF Working Papers 2009/133, International Monetary Fund.
    13. Girton, Lance & Roper, Don, 1977. "A Monetary Model of Exchange Market Pressure Applied to the Postwar Canadian Experience," American Economic Review, American Economic Association, vol. 67(4), pages 537-548, September.
    14. Patnaik , Ila & Pundit, Madhavi, 2019. "Financial Shocks and Exchange Market Pressure," ADB Economics Working Paper Series 581, Asian Development Bank.
    15. repec:bla:jcmkts:v:45:y:2007:i::p:459-485 is not listed on IDEAS
    16. Hakan Kara & Pinar Ozlu & Deren Unalmis, 2015. "Turkiye icin Finansal Kosullar Endeksi," Central Bank Review, Research and Monetary Policy Department, Central Bank of the Republic of Turkey, vol. 15(3), pages 41-73.
    17. André Van Poeck & Jacques Vanneste & Maret Veiner, 2007. "Exchange Rate Regimes and Exchange Market Pressure in the New EU Member States," Journal of Common Market Studies, Wiley Blackwell, vol. 45(2), pages 459-485, June.
    18. Liang, Feng & Paulo, Rui & Molina, German & Clyde, Merlise A. & Berger, Jim O., 2008. "Mixtures of g Priors for Bayesian Variable Selection," Journal of the American Statistical Association, American Statistical Association, vol. 103, pages 410-423, March.
    19. Theo S. Eicher & Chris Papageorgiou & Adrian E. Raftery, 2011. "Default priors and predictive performance in Bayesian model averaging, with application to growth determinants," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(1), pages 30-55, January/F.
    20. VAN POECK, André & VANNESTE, Jacques & VEINER, Maret, "undated". "Exchange rate regimes and exchange market pressure in the new EU member countries," Working Papers 2005015, University of Antwerp, Faculty of Business and Economics.
    Full references (including those not matched with items on IDEAS)

    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. Feldkircher, Martin & Horvath, Roman & Rusnak, Marek, 2014. "Exchange market pressures during the financial crisis: A Bayesian model averaging evidence," Journal of International Money and Finance, Elsevier, vol. 40(C), pages 21-41.
    2. Feldkircher, Martin & Horvath, Roman & Rusnak, Marek, 2014. "Exchange market pressures during the financial crisis: A Bayesian model averaging evidence," Journal of International Money and Finance, Elsevier, vol. 40(C), pages 21-41.
    3. repec:zbw:bofitp:2013_011 is not listed on IDEAS
    4. Mark F. J. Steel, 2020. "Model Averaging and Its Use in Economics," Journal of Economic Literature, American Economic Association, vol. 58(3), pages 644-719, September.
    5. Zeugner, Stefan & Feldkircher, Martin, 2015. "Bayesian Model Averaging Employing Fixed and Flexible Priors: The BMS Package for R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 68(i04).
    6. Ifedolapo Olabisi Olanipekun & Godwin Olasehinde-Williams & Hasan Güngör, 2019. "Impact of Economic Policy Uncertainty on Exchange Market Pressure," SAGE Open, , vol. 9(3), pages 21582440198, September.
    7. Feldkircher, Martin, 2014. "The determinants of vulnerability to the global financial crisis 2008 to 2009: Credit growth and other sources of risk," Journal of International Money and Finance, Elsevier, vol. 43(C), pages 19-49.
    8. Vašíček, Bořek & Žigraiová, Diana & Hoeberichts, Marco & Vermeulen, Robert & Šmídková, Kateřina & de Haan, Jakob, 2017. "Leading indicators of financial stress: New evidence," Journal of Financial Stability, Elsevier, vol. 28(C), pages 240-257.
    9. Aart Kraay & Norikazu Tawara, 2013. "Can specific policy indicators identify reform priorities?," Journal of Economic Growth, Springer, vol. 18(3), pages 253-283, September.
    10. Bruns, Stephan B. & Ioannidis, John P.A., 2020. "Determinants of economic growth: Different time different answer?," Journal of Macroeconomics, Elsevier, vol. 63(C).
    11. Rockey, James & Temple, Jonathan, 2016. "Growth econometrics for agnostics and true believers," European Economic Review, Elsevier, vol. 81(C), pages 86-102.
    12. repec:zbw:bofitp:2017_012 is not listed on IDEAS
    13. Roman Horvath & Eva Horvatova & Maria Siranova, 2017. "Financial Development, Rule of Law and Wealth Inequality: Bayesian Model Averaging Evidence," Working Papers 368, Leibniz Institut für Ost- und Südosteuropaforschung (Institute for East and Southeast European Studies).
    14. Hamdaoui, Mekki, 2017. "Financial liberalization and systemic banking crises: A meta-analysis," International Economics, Elsevier, vol. 152(C), pages 26-54.
    15. Anastasia Dimiski, 2020. "Factors that affect Students’ performance in Science: An application using Gini-BMA methodology in PISA 2015 dataset," Working Papers 2004, University of Guelph, Department of Economics and Finance.
    16. Devendra Kumar Jain & Naqeeb Ur-Rehman & Omonjon Ganiev & Kapil Arora, 2023. "Currencies of greater interest for central Asian economies: an analysis of exchange market pressure amid global and regional interdependence," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-18, December.
    17. Havranek, Tomas & Horvath, Roman & Irsova, Zuzana & Rusnak, Marek, 2015. "Cross-country heterogeneity in intertemporal substitution," Journal of International Economics, Elsevier, vol. 96(1), pages 100-118.
    18. Sook-Rei Tan & Wei-Siang Wang & Wai-Mun Chia, 2021. "International Capital Flows and Extreme Exchange Market Pressure: Evidence from Emerging Market Economies," Open Economies Review, Springer, vol. 32(3), pages 479-506, July.
    19. Paul Hofmarcher & Jesús Crespo Cuaresma & Bettina Grün & Kurt Hornik, 2015. "Last Night a Shrinkage Saved My Life: Economic Growth, Model Uncertainty and Correlated Regressors," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 34(2), pages 133-144, March.
    20. Devereux, John & Dwyer, Gerald P., 2016. "What determines output losses after banking crises?," Journal of International Money and Finance, Elsevier, vol. 69(C), pages 69-94.
    21. Aftab, Muhammad & Phylaktis, Kate, 2022. "Economic integration and exchange market pressure in a policy uncertain world," Journal of International Money and Finance, Elsevier, vol. 128(C).
    22. Ons Jedidi & Jean Sébastien Pentecote, 2015. "Robust Signals for Banking Crises," Economics Bulletin, AccessEcon, vol. 35(3), pages 1617-1629.

    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:ist:iujecs:v:63:y:2021:1:p:199-211. 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: Ertugrul YASAR (email available below). General contact details of provider: https://edirc.repec.org/data/ifisttr.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.