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The 'Puzzles' Methodology: en route to Indirect Inference?

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  • Le, Vo Phuong Mai
  • Minford, Patrick
  • Wickens, Michael R.

Abstract

We review the methods used in many papers to evaluate DSGE models by comparing their simulated moments with data moments. We compare these with the method of Indirect Inference to which they are closely related. We illustrate the comparison with contrasting assessments of a two-country model in two recent papers. We conclude that Indirect Inference is the proper end point of the puzzles methodology.

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Paper provided by C.E.P.R. Discussion Papers in its series CEPR Discussion Papers with number 7539.

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Date of creation: Nov 2009
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Handle: RePEc:cpr:ceprdp:7539

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Related research

Keywords: anomaly; Bootstrap; DSGE; indirect inference; puzzle; US-EU Model; VAR; Wald statistic;

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References

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  1. Canova, Fabio & Sala, Luca, 2006. "Back to square one: identification issues in DSGE models," Working Paper Series 0583, European Central Bank.
  2. Frank Smets & Raf Wouters, 2002. "An estimated dynamic stochastic general equilibrium model of the euro area," Working Paper Research 35, National Bank of Belgium.
  3. Henriksen, Espen & Kydland, Finn & Sustek, Roman, 2008. "The High Cross-Country Correlations of Prices and Interest Rates," MPRA Paper 10963, University Library of Munich, Germany.
  4. Meenagh, David & Minford, Patrick & Nowell, Eric & Sofat, Prakriti & Srinivasan, Naveen, 2008. "Can the Facts of UK Inflation Persistence be Explained by Nominal Rigidity?," CEPR Discussion Papers 6834, C.E.P.R. Discussion Papers.
  5. Minford, Patrick & Theodoridis, Konstantinos & Meenagh, David, 2007. "Testing a model of the UK by the method of indirect inference," Cardiff Economics Working Papers E2007/2, Cardiff University, Cardiff Business School, Economics Section, revised Apr 2008.
  6. Le, Vo Phuong Mai & Minford, Patrick & Wickens, Michael R., 2009. "How much nominal rigidity is there in the US Economy? Testing a New Keynesian DSGE model using indirect inference," CEPR Discussion Papers 7537, C.E.P.R. Discussion Papers.
  7. V.V. Chari & Patrick J. Kehoe & Ellen R. McGrattan, 2008. "New Keynesian Models: Not Yet Useful for Policy Analysis," NBER Working Papers 14313, National Bureau of Economic Research, Inc.
  8. Kollmann, Robert, 2009. "Household Heterogeneity and the Real Exchange Rate: Still a Puzzle," CEPR Discussion Papers 7301, C.E.P.R. Discussion Papers.
  9. Allan W. Gregory & Gregor W. Smith, 1987. "Calibration as Estimation," Working Papers 700, Queen's University, Department of Economics.
  10. Lawrence J. Christiano & Martin Eichenbaum & Charles Evans, 2001. "Nominal rigidities and the dynamic effects of a shock to monetary policy," Working Paper 0107, Federal Reserve Bank of Cleveland.
  11. Meenagh, David & Minford, Patrick & Wickens, Michael, 2008. "Testing a DSGE model of the EU using indirect inference," Cardiff Economics Working Papers E2008/11, Cardiff University, Cardiff Business School, Economics Section, revised Dec 2008.
  12. Gourieroux, C & Monfort, A & Renault, E, 1993. "Indirect Inference," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(S), pages S85-118, Suppl. De.
  13. V.V. Chari & Patrick J. Kehoe & Ellen R. McGrattan, 1998. "Can sticky price models generate volatile and persistent real exchange rates?," Staff Report 223, Federal Reserve Bank of Minneapolis.
  14. Gregory, Allan W & Smith, Gregor W, 1991. "Calibration as Testing: Inference in Simulated Macroeconomic Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 9(3), pages 297-303, July.
  15. Smith, A A, Jr, 1993. "Estimating Nonlinear Time-Series Models Using Simulated Vector Autoregressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(S), pages S63-84, Suppl. De.
  16. Smets, Frank & Wouters, Raf, 2007. "Shocks and frictions in US business cycles: a Bayesian DSGE approach," Working Paper Series 0722, European Central Bank.
  17. Arnab Bhattacharjee & Christoph Thoenissen, 2007. "Money And Monetary Policy In Dynamic Stochastic General Equilibrium Models," Manchester School, University of Manchester, vol. 75(s1), pages 88-122, 09.
  18. Le, Vo Phuong Mai & Meenagh, David & Minford, Patrick & Wickens, Michael, 2009. "Two Orthogonal Continents: Testing a Two-country DSGE Model of the US and EU Using Indirect Inference," Cardiff Economics Working Papers E2009/3, Cardiff University, Cardiff Business School, Economics Section, revised Dec 2009.
  19. Del Negro, Marco & Schorfheide, Frank & Smets, Frank & Wouters, Rafael, 2007. "On the Fit of New Keynesian Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 25, pages 123-143, April.
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Citations

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Cited by:
  1. Meenagh, David & Minford, Patrick & Nowell, Eric & Sofat, Prakriti, 2010. "Can a real business cycle model without price and wage stickiness explain UK real exchange rate behaviour?," Journal of International Money and Finance, Elsevier, vol. 29(6), pages 1131-1150, October.
  2. Davidson, James & Meenagh, David & Minford, Patrick & Wickens, Michael, 2010. "Why crises happen - nonstationary macroeconomics," Cardiff Economics Working Papers E2010/13, Cardiff University, Cardiff Business School, Economics Section.
  3. Minford, Patrick & Ou, Zhirong, 2013. "Taylor Rule or optimal timeless policy? Reconsidering the Fed's behavior since 1982," Economic Modelling, Elsevier, vol. 32(C), pages 113-123.
  4. Le, Vo Phuong Mai & Meenagh, David & Minford, Patrick & Wickens, Michael R., 2012. "Testing DSGE models by Indirect inference and other methods: some Monte Carlo experiments," CEPR Discussion Papers 9056, C.E.P.R. Discussion Papers.
  5. Minford, Patrick & Ou, Zhirong & Wickens, Michael, 2012. "Revisiting the Great Moderation: policy or luck?," Cardiff Economics Working Papers E2012/9, Cardiff University, Cardiff Business School, Economics Section, revised Apr 2014.

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