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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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Keywords: Bootstrap; US-EU Model; DSGE; VAR; Indirect Inference; Wald Statistic; Anomaly; Puzzle.;

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References

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  1. 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.
  2. Chari, V V & Kehoe, Patrick J & McGrattan, Ellen R, 2002. "Can Sticky Price Models Generate Volatile and Persistent Real Exchange Rates?," Review of Economic Studies, Wiley Blackwell, vol. 69(3), pages 533-63, July.
  3. Patrick Minford & Konstantinos Theodoridis & David Meenagh, 2009. "Testing a Model of the UK by the Method of Indirect Inference," Open Economies Review, Springer, vol. 20(2), pages 265-291, April.
  4. 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.
  5. 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.
  6. 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.
  7. Frank Smets & Raf Wouters, 2002. "An estimated dynamic stochastic general equilibrium model of the euro area," Working Paper Research 35, National Bank of Belgium.
  8. Gourieroux, C. & Monfort, A. & Renault, E., 1992. "Indirect Inference," Papers 92.279, Toulouse - GREMAQ.
  9. Fabio Canova & Luca Sala, 2006. "Back to Square One: Identification Issues in DSGE Models," Working Papers 303, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
  10. V. V. Chari & Patrick J. Kehoe & Ellen R. McGrattan, 2008. "New Keynesian models: not yet useful for policy analysis," Staff Report 409, Federal Reserve Bank of Minneapolis.
  11. 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.
  12. David Meenagh & Patrick Minford & Michael Wickensy, 2007. " Testing a DSGE model of the EU using indirect inference," CDMA Conference Paper Series 0709, Centre for Dynamic Macroeconomic Analysis, revised Mar 2008.
  13. Smets, Frank & Wouters, Raf, 2007. "Shocks and frictions in US business cycles: a Bayesian DSGE approach," Working Paper Series 0722, European Central Bank.
  14. 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.
  15. 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.
  16. 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.
  17. Allan W. Gregory & Gregor W. Smith, 1987. "Calibration as Estimation," Working Papers 700, Queen's University, Department of Economics.
  18. Kollmann, Robert, 2009. "Household Heterogeneity and the Real Exchange Rate: Still a Puzzle," CEPR Discussion Papers 7301, C.E.P.R. Discussion Papers.
  19. 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.
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Cited by:
  1. Meenagh, David & Minford, Patrick & Nowell, Eric & Sofat, Prakriti, 2005. "Can a Real Business Cycle Model without price and wage stickiness explain UK real exchange rate behaviour?," Cardiff Economics Working Papers E2005/2, Cardiff University, Cardiff Business School, Economics Section, revised Mar 2010.
  2. 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.
  3. 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.
  4. 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.
  5. 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.

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