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Estimation bayésienne d'un modèle DSGE pour une petite économie ouverte : Cas de la RD Congo
[Bayesian estimation of a DSGE model for a small open economy: Case of DR Congo]

Author

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  • UMBA, Gilles Bertrand
Abstract
The aim of this work was to estimate a DSGE-SOE model for the DR Congo by referring to the Bayesian techniques for the quarterly data from 2002q1 to 2016q4 in order to analyze the relations between the main macroeconomic variables and to simulate the " impact of some major shocks on their evolution. The results of model estimation were generally satisfactory, especially with respect to the convergence tests of Brooks and Gelman (1998). The results of the analysis of historical decomposition have revealed the influence of exchange rate and output shocks on internal and external productivity shocks as the main determinants of the policy rate and interest rate movements. domestic inflation. An analysis of the historical decomposition of the rate of exchange rate depreciation has indicated the notorious influence of exchange rate and monetary policy shocks in the explanation of exchange rate depreciation during the last three quarters of the year 2016.

Suggested Citation

  • UMBA, Gilles Bertrand, 2017. "Estimation bayésienne d'un modèle DSGE pour une petite économie ouverte : Cas de la RD Congo [Bayesian estimation of a DSGE model for a small open economy: Case of DR Congo]," MPRA Paper 81324, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:81324
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    1. Sungbae An & Frank Schorfheide, 2007. "Bayesian Analysis of DSGE Models—Rejoinder," Econometric Reviews, Taylor & Francis Journals, vol. 26(2-4), pages 211-219.
    2. Mark Gertler & Jordi Gali & Richard Clarida, 1999. "The Science of Monetary Policy: A New Keynesian Perspective," Journal of Economic Literature, American Economic Association, vol. 37(4), pages 1661-1707, December.
    3. Hodrick, Robert J & Prescott, Edward C, 1997. "Postwar U.S. Business Cycles: An Empirical Investigation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(1), pages 1-16, February.
    4. Lucas, Robert E, Jr, 1980. "Methods and Problems in Business Cycle Theory," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 12(4), pages 696-715, November.
    5. Hansen, Lars Peter & Sargent, Thomas J., 1980. "Formulating and estimating dynamic linear rational expectations models," Journal of Economic Dynamics and Control, Elsevier, vol. 2(1), pages 7-46, May.
    6. Blanchard, Olivier Jean & Kahn, Charles M, 1980. "The Solution of Linear Difference Models under Rational Expectations," Econometrica, Econometric Society, vol. 48(5), pages 1305-1311, July.
    7. Sungbae An & Frank Schorfheide, 2007. "Bayesian Analysis of DSGE Models," Econometric Reviews, Taylor & Francis Journals, vol. 26(2-4), pages 113-172.
    8. Adolfson, Malin & Laséen, Stefan & Lindé, Jesper & Villani, Mattias, 2008. "Evaluating an estimated new Keynesian small open economy model," Journal of Economic Dynamics and Control, Elsevier, vol. 32(8), pages 2690-2721, August.
    9. Jean-Pierre Allegret & Mohamed Tahar Benkhodja, 2011. "External Shocks and Monetary Policy in a Small Open Oil Exporting Economy," Working Papers hal-04140941, HAL.
    10. Calvo, Guillermo A., 1983. "Staggered prices in a utility-maximizing framework," Journal of Monetary Economics, Elsevier, vol. 12(3), pages 383-398, September.
    11. Faust, Jon & Rogers, John H., 2003. "Monetary policy's role in exchange rate behavior," Journal of Monetary Economics, Elsevier, vol. 50(7), pages 1403-1424, October.
    12. Frank Smets & Rafael Wouters, 2007. "Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach," American Economic Review, American Economic Association, vol. 97(3), pages 586-606, June.
    13. Mark Gertler & Jordi Gali & Richard Clarida, 1999. "The Science of Monetary Policy: A New Keynesian Perspective," Journal of Economic Literature, American Economic Association, vol. 37(4), pages 1661-1707, December.
    14. Litterman, Robert B, 1983. "A Random Walk, Markov Model for the Distribution of Time Series," Journal of Business & Economic Statistics, American Statistical Association, vol. 1(2), pages 169-173, April.
    15. Ernest Pytlarczyk, 2005. "An Estimated DSGE Model for The German Economy," Computing in Economics and Finance 2005 318, Society for Computational Economics.
    16. Finn E. Kydland & Edward C. Prescott, 1990. "Business cycles: real facts and a monetary myth," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 14(Spr), pages 3-18.
    17. Jordi Galí & Tommaso Monacelli, 2005. "Monetary Policy and Exchange Rate Volatility in a Small Open Economy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(3), pages 707-734.
    18. Pytlarczyk, Ernest, 2005. "An estimated DSGE model for the German economy within the euro area," Discussion Paper Series 1: Economic Studies 2005,33, Deutsche Bundesbank.
    19. Kydland, Finn E & Prescott, Edward C, 1982. "Time to Build and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 50(6), pages 1345-1370, November.
    20. Senbeta, Sisay, 2011. "A small open economy New Keynesian model for a foreign exchange constrained economy," MPRA Paper 29996, University Library of Munich, Germany.
    21. Robert E. Lucas & Thomas J. Sargent, 1979. "After Keynesian macroeconomics," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 3(Spr).
    22. Sargent, Thomas J & Wallace, Neil, 1975. ""Rational" Expectations, the Optimal Monetary Instrument, and the Optimal Money Supply Rule," Journal of Political Economy, University of Chicago Press, vol. 83(2), pages 241-254, April.
    23. Claude Francis Naoussi & Fabien Tripier, 2012. "La modélisation en équilibre général dynamique et stochastique des cycles économiques en Afrique Sub-saharienne : une revue de la littérature," Revue d'économie politique, Dalloz, vol. 122(5), pages 657-683.
    24. Lucas, Robert Jr., 1972. "Expectations and the neutrality of money," Journal of Economic Theory, Elsevier, vol. 4(2), pages 103-124, April.
    25. Mr. Shanaka J Peiris & Mr. Magnus Saxegaard, 2007. "An Estimated DSGE Model for Monetary Policy Analysis in Low-Income Countries," IMF Working Papers 2007/282, International Monetary Fund.
    26. SENBETA, Sisay Regassa, 2011. "A small open economy new Keynesian DSGE model for a foreign exchange constrained economy," Working Papers 2011004, University of Antwerp, Faculty of Business and Economics.
    27. Collard, Fabrice & Dellas, Harris, 2010. "Price resetting and inertia," Journal of Macroeconomics, Elsevier, vol. 32(1), pages 28-34, March.
    28. Lucas, Robert Jr, 1976. "Econometric policy evaluation: A critique," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 1(1), pages 19-46, January.
    29. Frank Smets & Raf Wouters, 2003. "An Estimated Dynamic Stochastic General Equilibrium Model of the Euro Area," Journal of the European Economic Association, MIT Press, vol. 1(5), pages 1123-1175, September.
    30. Kydland, Finn E & Prescott, Edward C, 1977. "Rules Rather Than Discretion: The Inconsistency of Optimal Plans," Journal of Political Economy, University of Chicago Press, vol. 85(3), pages 473-491, June.
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    Cited by:

    1. Katuala, Hénock M., 2021. "Frictions financières et Dynamique macroéconomique : Examen des régularités cycliques," Dynare Working Papers 66, CEPREMAP.

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    More about this item

    Keywords

    Open economy; Dynamic stochastic general equilibrium models; Bayesian techniques; New Keynesian models;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • F41 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Open Economy Macroeconomics

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