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The ‘Puzzles’ Methodology: En Route to Indirect Inference?

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  • Vo Phuong Mai Le

    ()

  • Patrick Minford

    ()

  • Michael Wickens

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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File URL: http://www.st-andrews.ac.uk/economics/CDMA/papers/cp0903.pdf
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Bibliographic Info

Paper provided by Centre for Dynamic Macroeconomic Analysis in its series CDMA Conference Paper Series with number 0903.

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Date of creation: Sep 2009
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Handle: RePEc:san:cdmacp:0903

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Postal: Department of Economics, University of St. Andrews, Fife KY16 9AL
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Web page: http://www.st-andrews.ac.uk/cdma
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Keywords: Bootstrap; US-EU Model; DSGE; VAR; Indirect Inference; Wald Statistic; Anomaly; Puzzle.;

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References

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  1. 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.
  2. Lawrence J. Christiano & Martin Eichenbaum & Charles Evans, 2001. "Nominal Rigidities and the Dynamic Effects of a Shock to Monetary Policy," NBER Working Papers 8403, National Bureau of Economic Research, Inc.
  3. V.V. Chari & Patrick J. Kehoe & Ellen R. McGrattan, 2002. "Can sticky price models generate volatile and persistent real exchange rates?," Staff Report 277, Federal Reserve Bank of Minneapolis.
  4. 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.
  5. 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.
  6. 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.
  7. Ellen R. McGrattan & Patrick J. Kehoe & V. V. Chari, 2008. "New Keynesian models: not yet useful for policy analysis," Working Papers 664, Federal Reserve Bank of Minneapolis.
  8. Frank Smets & Raf Wouters, 2007. "Shocks and Frictions in US Business Cycles : a Bayesian DSGE Approach," Working Paper Research 109, National Bank of Belgium.
  9. 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.
  10. Gourieroux, C. & Monfort, A. & Renault, E., 1992. "Indirect Inference," Papers 92.279, Toulouse - GREMAQ.
  11. Canova, Fabio & Sala, Luca, 2009. "Back to square one: Identification issues in DSGE models," Journal of Monetary Economics, Elsevier, vol. 56(4), pages 431-449, May.
  12. 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.
  13. 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, 09.
  14. Kollmann, Robert, 2009. "Household Heterogeneity and the Real Exchange Rate: Still a Puzzle," CEPR Discussion Papers 7301, C.E.P.R. Discussion Papers.
  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. Le, Vo Phuong Mai & Meenagh, David & Minford, Patrick & Wickens, Michael, 2008. "How much nominal rigidity is there in the US economy? Testing a New Keynesian DSGE Model using indirect inference," Cardiff Economics Working Papers E2008/32, Cardiff University, Cardiff Business School, Economics Section, revised Jul 2011.
  17. 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.
  18. Meenagh, David & Minford, Patrick & Nowell, Eric & Sofat, Prakriti & Srinivasan, Naveen, 2008. "Can the Facts of UK Inflation Persistence be Explained by Nominal Rigidity?," Cardiff Economics Working Papers E2008/7, Cardiff University, Cardiff Business School, Economics Section, revised Apr 2010.
  19. Allan W. Gregory & Gregor W. Smith, 1987. "Calibration as Estimation," Working Papers 700, Queen's University, Department of Economics.
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Citations

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Cited by:
  1. Minford, Patrick & Ou, Zhirong, 2009. "Taylor Rule or Optimal Timeless Policy? Reconsidering the Fed's behaviour since 1982," Cardiff Economics Working Papers E2009/19, Cardiff University, Cardiff Business School, Economics Section, revised May 2010.
  2. 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.
  3. 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.
  4. 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.
  5. Le, Vo Phuong Mai & Meenagh, David & Minford, Patrick & Wickens, Michael, 2012. "Testing DSGE models by Indirect inference and other methods: some Monte Carlo experiments," Cardiff Economics Working Papers E2012/15, Cardiff University, Cardiff Business School, Economics Section.

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