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Autoregressive conditional durations: An application to the Surinamese dollar versus the US dollar exchange rate

Author

Listed:
  • Gavin Ooft
  • Philip Hans Franses
  • Sailesh Bhaghoe

Abstract

The parallel market nominal exchange rate of the United States dollar vis‐à‐vis the Surinamese dollar (USD/SRD) exhibited periods of severe volatility which were often followed by episodes of stability, usually at a cost of sharp depreciations. This study seeks to model this exchange rate using autoregressive conditional duration models. These models are suitable for modelling events occurring with irregular intervals. Exchange rates in developing countries have distinct features compared to exchange rates in countries with well‐established and accessible financial markets. A key feature is that for these developing countries, exchange rates only occasionally experience jumps. Our findings suggest that past exchange rate changes appear to be a significant driver of future exchange rate jumps. Furthermore, our results show that money, international reserves, and commodity prices can explain jumps in the market USD/SRD exchange rate.

Suggested Citation

  • Gavin Ooft & Philip Hans Franses & Sailesh Bhaghoe, 2023. "Autoregressive conditional durations: An application to the Surinamese dollar versus the US dollar exchange rate," Review of Development Economics, Wiley Blackwell, vol. 27(4), pages 2618-2637, November.
    • Handle: RePEc:bla:rdevec:v:27:y:2023:i:4:p:2618-2637
    DOI: 10.1111/rode.13018
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    References listed on IDEAS

    as
    1. Funashima, Yoshito, 2020. "Money stock versus monetary base in time–frequency exchange rate determination," Journal of International Money and Finance, Elsevier, vol. 104(C).
    2. Edison, Hali J, 1997. "The Reaction of Exchange Rates and Interest Rates to News Releases," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 2(2), pages 87-100, April.
    3. Joshua Aizenman & Daniel Riera-Crichton, 2008. "Real Exchange Rate and International Reserves in an Era of Growing Financial and Trade Integration," The Review of Economics and Statistics, MIT Press, vol. 90(4), pages 812-815, November.
    4. Ghysels, E. & Jasiak, J., 1994. "Stochastic Volatility and time Deformation: an Application of trading Volume and Leverage Effects," Cahiers de recherche 9403, Universite de Montreal, Departement de sciences economiques.
    5. Devereux, Michael B. & Lane, Philip R., 2003. "Understanding bilateral exchange rate volatility," Journal of International Economics, Elsevier, vol. 60(1), pages 109-132, May.
    6. Baum, Christopher F. & Caglayan, Mustafa, 2010. "On the sensitivity of the volume and volatility of bilateral trade flows to exchange rate uncertainty," Journal of International Money and Finance, Elsevier, vol. 29(1), pages 79-93, February.
    7. Lizardo, Radhamés A. & Mollick, André V., 2010. "Oil price fluctuations and U.S. dollar exchange rates," Energy Economics, Elsevier, vol. 32(2), pages 399-408, March.
    8. Fernandes, Marcelo & Grammig, Joachim, 2006. "A family of autoregressive conditional duration models," Journal of Econometrics, Elsevier, vol. 130(1), pages 1-23, January.
    9. Jeffrey A. Frankel & Andrew K. Rose, 1994. "A Survey of Empirical Research on Nominal Exchange Rates," NBER Working Papers 4865, National Bureau of Economic Research, Inc.
    10. Robert F. Engle & Jeffrey R. Russell, 1998. "Autoregressive Conditional Duration: A New Model for Irregularly Spaced Transaction Data," Econometrica, Econometric Society, vol. 66(5), pages 1127-1162, September.
    11. Jong Woo Kang & Suzette Dagli, 2018. "International trade and exchange rates," Journal of Applied Economics, Taylor & Francis Journals, vol. 21(1), pages 84-105, January.
    12. Simpson, Marc W. & Ramchander, Sanjay & Chaudhry, Mukesh, 2005. "The impact of macroeconomic surprises on spot and forward foreign exchange markets," Journal of International Money and Finance, Elsevier, vol. 24(5), pages 693-718, September.
    13. Choudhri, Ehsan U. & Hakura, Dalia S., 2006. "Exchange rate pass-through to domestic prices: Does the inflationary environment matter?," Journal of International Money and Finance, Elsevier, vol. 25(4), pages 614-639, June.
    14. Taylor, Alan M, 2001. "Potential Pitfalls for the Purchasing-Power-Parity Puzzle? Sampling and Specification Biases in Mean-Reversion Tests of the Law of One Price," Econometrica, Econometric Society, vol. 69(2), pages 473-498, March.
    15. Engel, Charles & Lee, Dohyeon & Liu, Chang & Liu, Chenxin & Wu, Steve Pak Yeung, 2019. "The uncovered interest parity puzzle, exchange rate forecasting, and Taylor rules," Journal of International Money and Finance, Elsevier, vol. 95(C), pages 317-331.
    16. Corden, W. Max, 1995. "Economic Policy, Exchange Rates, and the International System," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226115917, April.
    17. Ooft, Gavin, 2016. "Inflation and Economic Activity in Suriname," EconStor Preprints 215533, ZBW - Leibniz Information Centre for Economics.
    18. Alfonso Dufour & Robert F Engle, 2000. "The ACD Model: Predictability of the Time Between Concecutive Trades," ICMA Centre Discussion Papers in Finance icma-dp2000-05, Henley Business School, University of Reading.
    19. Drost, Feike C & Werker, Bas J M, 2004. "Semiparametric Duration Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 22(1), pages 40-50, January.
    20. Viktoria Hnatkovska & Amartya Lahiri & Carlos A. Vegh, 2016. "The Exchange Rate Response to Monetary Policy Innovations," American Economic Journal: Macroeconomics, American Economic Association, vol. 8(2), pages 137-181, April.
    21. Payne, Richard, 2003. "Informed trade in spot foreign exchange markets: an empirical investigation," Journal of International Economics, Elsevier, vol. 61(2), pages 307-329, December.
    22. Ibrahim Turhan & Erk Hacihasanoglu & Ugur Soytas, 2013. "Oil Prices and Emerging Market Exchange Rates," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 49(S1), pages 21-36, January.
    23. Jón Helgi Egilsson, 2020. "How raising interest rates can cause inflation and currency depreciation," Journal of Applied Economics, Taylor & Francis Journals, vol. 23(1), pages 450-468, January.
    24. Barry Eichengreen & Ricardo Hausmann, 1999. "Exchange rates and financial fragility," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 329-368.
    25. Patrick W. Saart & Jiti Gao & David E. Allen, 2015. "Semiparametric Autoregressive Conditional Duration Model: Theory and Practice," Econometric Reviews, Taylor & Francis Journals, vol. 34(6-10), pages 849-881, December.
    26. Wong Hock Tsen, 2014. "The Real Exchange Rate Determination: Empirical Evidence From Malaysia," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 59(02), pages 1-19.
    27. Muller, Ulrich A. & Dacorogna, Michel M. & Olsen, Richard B. & Pictet, Olivier V. & Schwarz, Matthias & Morgenegg, Claude, 1990. "Statistical study of foreign exchange rates, empirical evidence of a price change scaling law, and intraday analysis," Journal of Banking & Finance, Elsevier, vol. 14(6), pages 1189-1208, December.
    28. repec:bla:jecsur:v:22:y:2008:i:4:p:711-751 is not listed on IDEAS
    29. Allen, David & Ng, K.H. & Peiris, Shelton, 2013. "Estimating and simulating Weibull models of risk or price durations: An application to ACD models," The North American Journal of Economics and Finance, Elsevier, vol. 25(C), pages 214-225.
    30. Aizenman, Joshua & Hutchison, Michael M., 2012. "Exchange market pressure and absorption by international reserves: Emerging markets and fear of reserve loss during the 2008–2009 crisis," Journal of International Money and Finance, Elsevier, vol. 31(5), pages 1076-1091.
    31. Hogan, Kedreth Jr. & Melvin, Michael T., 1994. "Sources of meteor showers and heat waves in the foreign exchange market," Journal of International Economics, Elsevier, vol. 37(3-4), pages 239-247, November.
    32. repec:bla:pacecr:v:23:y:2018:i:1:p:27-42 is not listed on IDEAS
    33. Kyle, Albert S, 1985. "Continuous Auctions and Insider Trading," Econometrica, Econometric Society, vol. 53(6), pages 1315-1335, November.
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