IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v97y2021icp461-476.html
   My bibliography  Save this article

Daily currency interventions in an emerging market: Incorporating reserve accumulation to the reaction function

Author

Listed:
  • Frömmel, Michael
  • Midiliç, Murat

Abstract

Understanding the intervention policy of central banks on currency markets is important for both practitioners and researchers. Existing models for central bank interventions exclusively focus on exchange rate targeting in level or volatility. However, central banks in emerging economies use international reserves as an insurance against sudden capital outflows and use interventions to manage them. Omitting the reserve component in the reaction function may therefore lead to a bias and wrong conclusions. We therefore extend the reaction function by incorporating a reserve component and illustrate its benefit by applying it to the case of Turkey. We find that the intervention policy of the Turkish Central Bank indeed incorporated interventions to manage their reserves and is therefore better described by our extended model. Furthermore it provides a more accurate description of changes in the central bank's policy. Our results strongly suggest to incorporate reserve variables in intervention functions for emerging countries.

Suggested Citation

  • Frömmel, Michael & Midiliç, Murat, 2021. "Daily currency interventions in an emerging market: Incorporating reserve accumulation to the reaction function," Economic Modelling, Elsevier, vol. 97(C), pages 461-476.
  • Handle: RePEc:eee:ecmode:v:97:y:2021:i:c:p:461-476
    DOI: 10.1016/j.econmod.2020.09.020
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999320312049
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2020.09.020?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. Guillermo Calvo & Alejandro Izquierdo & Rudy Loo-Kung, 2013. "Optimal Holdings of International Reserves: Self-insurance against Sudden Stops," Monetaria, CEMLA, vol. 0(1), pages 1-35, January-j.
    2. Claudia Foroni & Massimiliano Marcellino, 2013. "A survey of econometric methods for mixed-frequency data," Working Paper 2013/06, Norges Bank.
    3. Madhusudan Mohanty & Bat-el Berger, 2013. "Central bank views on foreign exchange intervention," BIS Papers chapters, in: Bank for International Settlements (ed.), Sovereign risk: a world without risk-free assets?, volume 73, pages 55-74, Bank for International Settlements.
    4. Yasin Kursat Onder & Mauricio Villamizar-Villegas, 2018. "The Effects of Monetary and Exchange Rate Policy Shocks: Evidence from an Emerging Market Economy," International Journal of Central Banking, International Journal of Central Banking, vol. 14(1), pages 159-199, January.
    5. Kearns, Jonathan & Rigobon, Roberto, 2005. "Identifying the efficacy of central bank interventions: evidence from Australia and Japan," Journal of International Economics, Elsevier, vol. 66(1), pages 31-48, May.
    6. Barbara Rossi, 2013. "Exchange Rate Predictability," Journal of Economic Literature, American Economic Association, vol. 51(4), pages 1063-1119, December.
    7. Frankel, Jeffrey & Saravelos, George, 2012. "Can leading indicators assess country vulnerability? Evidence from the 2008–09 global financial crisis," Journal of International Economics, Elsevier, vol. 87(2), pages 216-231.
    8. Domenico Ferraro & Kenneth S. Rogoff & Barbara Rossi, 2011. "Can oil prices forecast exchange rates?," Working Papers 11-34, Federal Reserve Bank of Philadelphia.
    9. Ramon Moreno, 2005. "Motives for intervention," BIS Papers chapters, in: Bank for International Settlements (ed.), Foreign exchange market intervention in emerging markets: motives, techniques and implications, volume 24, pages 4-18, Bank for International Settlements.
    10. Olivier Blanchard & Gustavo Adler & Irineu de Carvalho Filho, 2015. "Can Foreign Exchange Intervention Stem Exchange Rate Pressures from Global Capital Flow Shocks?," Working Paper Series WP15-18, Peterson Institute for International Economics.
    11. Rime, Dagfinn & Sarno, Lucio & Sojli, Elvira, 2010. "Exchange rate forecasting, order flow and macroeconomic information," Journal of International Economics, Elsevier, vol. 80(1), pages 72-88, January.
    12. Kathryn M. E. Dominguez, 2010. "International Reserves and Underdeveloped Capital Markets," NBER Chapters, in: NBER International Seminar on Macroeconomics 2009, pages 193-221, National Bureau of Economic Research, Inc.
    13. Kathryn M.E. Dominguez & Rasmus Fatum & Pavel Vacek, 2013. "Do Sales of Foreign Exchange Reserves Lead to Currency Appreciation?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(5), pages 867-890, August.
    14. Lukas Menkhoff, 2013. "Foreign Exchange Intervention in Emerging Markets: A Survey of Empirical Studies," The World Economy, Wiley Blackwell, vol. 36(9), pages 1187-1208, September.
    15. Ana Maria Herrera & Pinar Ozbay, 2005. "A Dynamic Model of Central Bank Intervention," Working Papers 0501, Research and Monetary Policy Department, Central Bank of the Republic of Turkey.
    16. Jushan Bai & Pierre Perron, 2003. "Critical values for multiple structural change tests," Econometrics Journal, Royal Economic Society, vol. 6(1), pages 72-78, June.
    17. Elena Andreou & Eric Ghysels & Andros Kourtellos, 2013. "Should Macroeconomic Forecasters Use Daily Financial Data and How?," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(2), pages 240-251, April.
    18. Almekinders, Geert J. & Eijffinger, Sylvester C. W., 1996. "A friction model of daily Bundesbank and Federal Reserve intervention," Journal of Banking & Finance, Elsevier, vol. 20(8), pages 1365-1380, September.
    19. Maurice Obstfeld & Jay C. Shambaugh & Alan M. Taylor, 2010. "Financial Stability, the Trilemma, and International Reserves," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 57-94, April.
    20. Olivier Jeanne & Romain Rancière, 2011. "The Optimal Level of International Reserves For Emerging Market Countries: A New Formula and Some Applications," Economic Journal, Royal Economic Society, vol. 121(555), pages 905-930, September.
    21. Ito, Takatoshi & Yabu, Tomoyoshi, 2007. "What prompts Japan to intervene in the Forex market? A new approach to a reaction function," Journal of International Money and Finance, Elsevier, vol. 26(2), pages 193-212, March.
    22. Eric Ghysels & Arthur Sinko & Rossen Valkanov, 2007. "MIDAS Regressions: Further Results and New Directions," Econometric Reviews, Taylor & Francis Journals, vol. 26(1), pages 53-90.
    23. Bhattacharya, Utpal & Weller, Paul, 1997. "The advantage to hiding one's hand: Speculation and central bank intervention in the foreign exchange market," Journal of Monetary Economics, Elsevier, vol. 39(2), pages 251-277, July.
    24. Ghosh, Atish R. & Ostry, Jonathan D. & Chamon, Marcos, 2016. "Two targets, two instruments: Monetary and exchange rate policies in emerging market economies," Journal of International Money and Finance, Elsevier, vol. 60(C), pages 172-196.
    25. Neely, Christopher J., 2008. "Central bank authorities' beliefs about foreign exchange intervention," Journal of International Money and Finance, Elsevier, vol. 27(1), pages 1-25, February.
    26. Michael D. Bordo & Owen Humpage & Anna J. Schwartz, 2007. "The historical origins of US exchange market intervention policy," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 12(2), pages 109-132.
    27. Veall, Michael R & Zimmermann, Klaus F, 1996. "Pseudo-R-[superscript 2] Measures for Some Common Limited Dependent Variable Models," Journal of Economic Surveys, Wiley Blackwell, vol. 10(3), pages 241-259, September.
    28. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    29. Ghysels, Eric & Santa-Clara, Pedro & Valkanov, Rossen, 2004. "The MIDAS Touch: Mixed Data Sampling Regression Models," University of California at Los Angeles, Anderson Graduate School of Management qt9mf223rs, Anderson Graduate School of Management, UCLA.
    30. Charles Engel & Kristin Forbes & Jeffrey Frankel, 2012. "Global Financial Crisis," NBER Books, National Bureau of Economic Research, Inc, number enge11-2.
    31. Yilmaz, Kamil, 2003. "Martingale Property of Exchange Rates and Central Bank Interventions," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(3), pages 383-395, July.
    32. Mr. Jorge I Canales Kriljenko, 2003. "Foreign Exchange Intervention in Developing and Transition Economies: Results of a Survey," IMF Working Papers 2003/095, International Monetary Fund.
    33. Ferraro, Domenico & Rogoff, Kenneth & Rossi, Barbara, 2015. "Can oil prices forecast exchange rates? An empirical analysis of the relationship between commodity prices and exchange rates," Journal of International Money and Finance, Elsevier, vol. 54(C), pages 116-141.
    34. 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.
    35. repec:mcb:jmoncb:v:45:y:2013:i::p:867-890 is not listed on IDEAS
    36. Stock J.H. & Watson M.W., 2002. "Forecasting Using Principal Components From a Large Number of Predictors," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 1167-1179, December.
    37. Jennie Bai & Eric Ghysels & Jonathan H. Wright, 2013. "State Space Models and MIDAS Regressions," Econometric Reviews, Taylor & Francis Journals, vol. 32(7), pages 779-813, October.
    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. Yildirim, Zekeriya, 2022. "Global financial risk, the risk-taking channel, and monetary policy in emerging markets," Economic Modelling, Elsevier, vol. 116(C).

    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. Adler, Gustavo & Lisack, Noëmie & Mano, Rui C., 2019. "Unveiling the effects of foreign exchange intervention: A panel approach," Emerging Markets Review, Elsevier, vol. 40(C), pages 1-1.
    2. Juan J. Echavarría & Luis F. Melo-Velandia & Mauricio Villamizar-Villegas, 2018. "The impact of pre-announced day-to-day interventions on the Colombian exchange rate," Empirical Economics, Springer, vol. 55(3), pages 1319-1336, November.
    3. Fratzscher, Marcel & Gloede, Oliver & Menkhoff, Lukas & Sarno, Lucio & Stöhr, Tobias, 2019. "When Is Foreign Exchange Intervention Effective? Evidence from 33 Countries," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 0(1), pages 132-156.
    4. Milan Nedeljkovic & Christian Saborowski, 2019. "The Relative Effectiveness of Spot and Derivatives‐Based Intervention," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(6), pages 1455-1490, September.
    5. Sergeyev, Dmitriy & Iovino, Luigi, 2018. "Central Bank Balance Sheet Policies Without Rational Expectations," CEPR Discussion Papers 13100, C.E.P.R. Discussion Papers.
    6. Jeffrey Frankel, 2021. "Systematic Managed Floating," World Scientific Book Chapters, in: Steven J Davis & Edward S Robinson & Bernard Yeung (ed.), THE ASIAN MONETARY POLICY FORUM Insights for Central Banking, chapter 5, pages 160-221, World Scientific Publishing Co. Pte. Ltd..
    7. Olivier Blanchard & Gustavo Adler & Irineu de Carvalho Filho, 2015. "Can Foreign Exchange Intervention Stem Exchange Rate Pressures from Global Capital Flow Shocks?," NBER Working Papers 21427, National Bureau of Economic Research, Inc.
    8. Brause, Alexander, 2008. "Foreign exchange interventions in emerging market countries: New lessons from Argentina," W.E.P. - Würzburg Economic Papers 79, University of Würzburg, Department of Economics.
    9. Khalaf, Lynda & Kichian, Maral & Saunders, Charles J. & Voia, Marcel, 2021. "Dynamic panels with MIDAS covariates: Nonlinearity, estimation and fit," Journal of Econometrics, Elsevier, vol. 220(2), pages 589-605.
    10. Lukas Menkhoff & Malte Rieth & Tobias Stohr, 2021. "The Dynamic Impact of FX Interventions on Financial Markets," The Review of Economics and Statistics, MIT Press, vol. 103(5), pages 939-953, December.
    11. Foroni, Claudia & Guérin, Pierre & Marcellino, Massimiliano, 2015. "Markov-switching mixed-frequency VAR models," International Journal of Forecasting, Elsevier, vol. 31(3), pages 692-711.
    12. Alain Naef & Jacob P. Weber, 2023. "How Powerful Is Unannounced, Sterilized Foreign Exchange Intervention?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 55(5), pages 1307-1319, August.
    13. Elizabeth Bucacos & Javier García-Cicco & Miguel Mello, 2023. "Foreign Exchange Interventions and Foreign Shocks. The case of Uruguay," Documentos de trabajo 2023008, Banco Central del Uruguay.
    14. Bahar Şen Doğan & Murat Midiliç, 2019. "Forecasting Turkish real GDP growth in a data-rich environment," Empirical Economics, Springer, vol. 56(1), pages 367-395, January.
    15. Catalán-Herrera, Juan, 2016. "Foreign exchange market interventions under inflation targeting: The case of Guatemala," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 42(C), pages 101-114.
    16. Erwin Hansen & Marco Morales, 2021. "When does the Central Bank intervene the foreign exchange market? Estimating a time‐varying threshold intervention function," International Review of Finance, International Review of Finance Ltd., vol. 21(2), pages 688-698, June.
    17. Fatum, Rasmus & Hutchison, Michael M., 2010. "Evaluating foreign exchange market intervention: Self-selection, counterfactuals and average treatment effects," Journal of International Money and Finance, Elsevier, vol. 29(3), pages 570-584, April.
    18. Kim, Yun Jung, 2017. "Sudden stops, limited enforcement, and optimal reserves," International Review of Economics & Finance, Elsevier, vol. 51(C), pages 273-282.
    19. Wichitaksorn, Nuttanan, 2022. "Analyzing and forecasting Thai macroeconomic data using mixed-frequency approach," Journal of Asian Economics, Elsevier, vol. 78(C).
    20. Holmes, Mark J. & Iregui, Ana María & Otero, Jesús, 2021. "The effects of FX-interventions on forecasters disagreement: A mixed data sampling view," The North American Journal of Economics and Finance, Elsevier, vol. 58(C).

    More about this item

    Keywords

    Currency intervention; International reserves; Emerging markets; Turkey; Mixed data sampling;
    All these keywords.

    JEL classification:

    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods

    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:eee:ecmode:v:97:y:2021:i:c:p:461-476. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .

    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.