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Macro Determinants of the Real Exchange Rate in a Small Open Small Island Economy: Evidence from Mauritius via BMA

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  • Njindan Iyke, Bernard

Abstract

We assess the robust macro determinants of the real exchange rate in Mauritius under model uncertainty by utilizing Bayesian Model Averaging (BMA). We introduce a broader range of potential macro determinants of the real exchange rate in Mauritius. Then we tackle the issue of model uncertainty when identifying these macro determinants of the real exchange rate by exploring the impact of different priors on the model size, and different priors on model coefficients on the posterior estimates. We identify the real money supply, and the real productivity to be the robust macro determinants of the real exchange rate in Mauritius. Their coefficient signs are also theoretically consistent. The real money supply impact on the real exchange rate negatively, whereas the real productivity impact on it positively. Our results remain robust to different priors on the model size, and to different priors on model coefficients.

Suggested Citation

  • Njindan Iyke, Bernard, 2015. "Macro Determinants of the Real Exchange Rate in a Small Open Small Island Economy: Evidence from Mauritius via BMA," MPRA Paper 68968, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:68968
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    as
    1. Martin Feldkircher, 2012. "Forecast Combination and Bayesian Model Averaging: A Prior Sensitivity Analysis," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 31(4), pages 361-376, July.
    2. Carmen M. Reinhart & Kenneth S. Rogoff, 2004. "The Modern History of Exchange Rate Arrangements: A Reinterpretation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 1-48.
    3. Olivier Parent & James Lesage, 2005. "Bayesian Model Averaging for Spatial Econometric Models," Post-Print hal-00375489, HAL.
    4. International Monetary Fund, 2008. "Mauritius: Selected Issues," IMF Staff Country Reports 2008/237, International Monetary Fund.
    5. Hamid Faruqee, 1995. "Long-Run Determinants of the Real Exchange Rate: A Stock-Flow Perspective," IMF Staff Papers, Palgrave Macmillan, vol. 42(1), pages 80-107, March.
    6. Mauricio Cárdenas, 1997. "La tasa de cambio en Colombia," Cuadernos de Fedesarrollo 12740, Fedesarrollo.
    7. Khan, Mohsin S. & Ostry, Jonathan D., 1992. "Response of the equilibrium real exchange rate to real disturbances in developing countries," World Development, Elsevier, vol. 20(9), pages 1325-1334, September.
    8. Jesús Crespo Cuaresma & Gernot Doppelhofer & Martin Feldkircher, 2014. "The Determinants of Economic Growth in European Regions," Regional Studies, Taylor & Francis Journals, vol. 48(1), pages 44-67, January.
    9. 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.
    10. Fernandez, Carmen & Ley, Eduardo & Steel, Mark F. J., 2001. "Benchmark priors for Bayesian model averaging," Journal of Econometrics, Elsevier, vol. 100(2), pages 381-427, February.
    11. Edwards, Sebastian, 1993. "Openness, Trade Liberalization, and Growth in Developing Countries," Journal of Economic Literature, American Economic Association, vol. 31(3), pages 1358-1393, September.
    12. International Monetary Fund, 1988. "The Balance of Trade, the Terms of Trade, and the Real Exchange Rate: An Intertemporal Optimizing Framework," IMF Working Papers 1988/002, International Monetary Fund.
    13. De Gregorio, Jose & Giovannini, Alberto & Wolf, Holger C., 1994. "International evidence on tradables and nontradables inflation," European Economic Review, Elsevier, vol. 38(6), pages 1225-1244, June.
    14. 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.
    15. Mr. Ronald MacDonald & Mr. Luca A Ricci, 2003. "Estimation of the Equilibrium Real Exchange Rate for South Africa," IMF Working Papers 2003/044, International Monetary Fund.
    16. Hansen M. H & Yu B., 2001. "Model Selection and the Principle of Minimum Description Length," Journal of the American Statistical Association, American Statistical Association, vol. 96, pages 746-774, June.
    17. Ronald Macdonald, 1995. "Long-Run Exchange Rate Modeling: A Survey of the Recent Evidence," IMF Staff Papers, Palgrave Macmillan, vol. 42(3), pages 437-489, September.
    18. Kia, Amir, 2013. "Determinants of the real exchange rate in a small open economy: Evidence from Canada," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 23(C), pages 163-178.
    19. Patrick Imam & Camelia Minoiu, 2011. "The Equilibrium Exchange Rate of Mauritius: Evidence from Two Structural Models," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 47(6), pages 134-147, November.
    20. Jonathan D. Ostry, 1988. "The Balance of Trade, Terms of Trade, and Real Exchange Rate: An Intertemporal Optimizing Framework," IMF Staff Papers, Palgrave Macmillan, vol. 35(4), pages 541-573, December.
    21. Christian Broda, 2002. "Terms of trade and exchange rate regimes in developing countries," Staff Reports 148, Federal Reserve Bank of New York.
    22. Mr. Luca A Ricci & Mr. Jonathan David Ostry & Mr. Jaewoo Lee & Mr. Alessandro Prati & Mr. Gian M Milesi-Ferretti, 2008. "Exchange Rate Assessments: CGER Methodologies," IMF Occasional Papers 2008/002, International Monetary Fund.
    23. Elbadawi, Ibrahim A. & Soto, Raimundo, 1994. "Capital flows and long-term equilibrium real exchange rates in Chile," Policy Research Working Paper Series 1306, The World Bank.
    24. Carsten Detken & Alistair Dieppe & Jérôme Henry & Frank Smets & Carmen Marin, 2002. "Determinants of the Effective Real Exchange Rate of the Synthetic Euro: Alternative Methodological Approaches," Australian Economic Papers, Wiley Blackwell, vol. 41(4), pages 404-436, December.
    25. P. J. Brown & M. Vannucci & T. Fearn, 1998. "Multivariate Bayesian variable selection and prediction," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 60(3), pages 627-641.
    26. John Williamson, 1994. "Estimating Equilibrium Exchange Rates," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 17, April.
    27. Imed Drine & Christophe Rault, 2003. "Long-run determinants of the real exchange rate for MENA countries," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 9(1), pages 84-84, February.
    28. Xavier Sala-I-Martin & Gernot Doppelhofer & Ronald I. Miller, 2004. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," American Economic Review, American Economic Association, vol. 94(4), pages 813-835, September.
    29. 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).
    30. Mr. Kenneth Rogoff & Mr. Yu-chin Chen, 2002. "Commodity Currencies and Empirical Exchange Rate Puzzles," IMF Working Papers 2002/027, International Monetary Fund.
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    More about this item

    Keywords

    Model Uncertainty; Bayesian Model Averaging (BMA); Macro Determinants; Real Exchange Rate; Mauritius;
    All these keywords.

    JEL classification:

    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
    • F31 - International Economics - - International Finance - - - Foreign Exchange

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