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Stochastic simulation of a DSGE model for Brazil

Author

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  • Sin, Hui Lok
  • Gaglianone, Wagner Piazza

Abstract

In this paper we investigate the Smets & Wouters (2003a) DSGE model for Brazil, through a numerical simulation based on the Dynare code (developed by Cepremap). Impulse Response functions are presented and a Bayesian estimation is also conducted from the prior distributions of the parameters.

Suggested Citation

  • Sin, Hui Lok & Gaglianone, Wagner Piazza, 2006. "Stochastic simulation of a DSGE model for Brazil," MPRA Paper 20853, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:20853
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    File URL: https://mpra.ub.uni-muenchen.de/20853/1/MPRA_paper_20853.pdf
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    References listed on IDEAS

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    1. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    2. Mark J. Zbaracki & Mark Ritson & Daniel Levy & Shantanu Dutta & Mark Bergen, 2004. "Managerial and Customer Costs of Price Adjustment: Direct Evidence from Industrial Markets," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 514-533, May.
    3. Erceg, Christopher J. & Henderson, Dale W. & Levin, Andrew T., 2000. "Optimal monetary policy with staggered wage and price contracts," Journal of Monetary Economics, Elsevier, vol. 46(2), pages 281-313, October.
    4. Michael Woodford, 1998. "Control of the Public Debt: A Requirement for Price Stability?," International Economic Association Series, in: Guillermo Calvo & Mervyn King (ed.), The Debt Burden and its Consequences for Monetary Policy, chapter 5, pages 117-158, Palgrave Macmillan.
    5. Lawrence J. Christiano & Martin Eichenbaum & Charles L. Evans, 2005. "Nominal Rigidities and the Dynamic Effects of a Shock to Monetary Policy," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 1-45, February.
    6. Laxton, Douglas & Pesenti, Paolo & Juillard, Michel & Karam, Philippe, 2006. "Welfare-based monetary policy rules in an estimated DSGE model of the US economy," Working Paper Series 613, European Central Bank.
    7. Gomes, Victor & Pessôa, Samuel de Abreu & Veloso, Fernando A., 2003. "Evolução da produtividade total dos fatores na economia brasileira: uma análise comparativa," FGV EPGE Economics Working Papers (Ensaios Economicos da EPGE) 483, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil).
    8. Gali, Jordi & Gertler, Mark, 1999. "Inflation dynamics: A structural econometric analysis," Journal of Monetary Economics, Elsevier, vol. 44(2), pages 195-222, October.
    9. Frank Smets & Raf Wouters, 2004. "Forecasting with a Bayesian DSGE Model: An Application to the Euro Area," Journal of Common Market Studies, Wiley Blackwell, vol. 42(4), pages 841-867, November.
    10. Calvo, Guillermo A., 1983. "Staggered prices in a utility-maximizing framework," Journal of Monetary Economics, Elsevier, vol. 12(3), pages 383-398, September.
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    Citations

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    Cited by:

    1. Machado, Vicente da Gama & Portugal, Marcelo Savino, 2014. "Measuring inflation persistence in Brazil using a multivariate model," Revista Brasileira de Economia - RBE, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil), vol. 68(2), June.
    2. Andrzej Cieślik & Jan Teresiński, 2020. "Comparing business cycles in the Eurozone and in Poland: a Bayesian DSGE approach," Bank i Kredyt, Narodowy Bank Polski, vol. 51(4), pages 317-366.
    3. Araujo, Gustavo Silva & Gaglianone, Wagner Piazza, 2023. "Machine learning methods for inflation forecasting in Brazil: New contenders versus classical models," Latin American Journal of Central Banking (previously Monetaria), Elsevier, vol. 4(2).
    4. Aneta Hryckiewicz & Lukasz Kozlowski, 2020. "Should we be afraid of powerful banks? The trade-off between bank power and liquidity buffer," Bank i Kredyt, Narodowy Bank Polski, vol. 51(4), pages 437-466.
    5. repec:fgv:epgrbe:v:68:n:2:a:4 is not listed on IDEAS

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    More about this item

    Keywords

    Bayesian estimation; Dynare; DSGE model;
    All these keywords.

    JEL classification:

    • E00 - Macroeconomics and Monetary Economics - - General - - - General
    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General

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