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Testing macroeconomic models by indirect inference on unfiltered data

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  • Meenagh, David
  • Minford, Patrick
  • Wickens, Michael R.

Abstract

We extend the method of indirect inference testing to data that is not filtered and so may be non-stationary. We apply the method to an open economy real businss cycle model on UK data. We review the method using a Monte Carlo experiment and find that it performs accurately and has good power.

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Paper provided by C.E.P.R. Discussion Papers in its series CEPR Discussion Papers with number 9058.

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Date of creation: Jul 2012
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Handle: RePEc:cpr:ceprdp:9058

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Keywords: Bootstrap; DSGE; indirect inference; Monte Carlo; VECM;

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References

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  1. Le, Vo Phuong Mai & Meenagh, David & Minford, Patrick & Wickens, Michael, 2011. "How much nominal rigidity is there in the US economy? Testing a new Keynesian DSGE model using indirect inference," Journal of Economic Dynamics and Control, Elsevier, vol. 35(12), pages 2078-2104.
  2. Alastair Hall & Atsushi Inoue & James M. Nason & Barbara Rossi, 2007. "Information criteria for impulse response function matching estimation of DSGE models," Working Paper 2007-10, Federal Reserve Bank of Atlanta.
  3. 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.
  4. Minford, Patrick & Agenor, Pierre-Richard & Nowell, Eric, 1986. "A new classical econometric model of the world economy," Economic Modelling, Elsevier, vol. 3(3), pages 154-174, July.
  5. 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.
  6. Martin Fukac & Adrian Pagan, 2010. "Limited information estimation and evaluation of DSGE models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(1), pages 55-70.
  7. McCallum, Bennett T, 1976. "Rational Expectations and the Natural Rate Hypothesis: Some Consistent Estimates," Econometrica, Econometric Society, vol. 44(1), pages 43-52, January.
  8. 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.
  9. Dridi, Ramdan & Guay, Alain & Renault, Eric, 2007. "Indirect inference and calibration of dynamic stochastic general equilibrium models," Journal of Econometrics, Elsevier, vol. 136(2), pages 397-430, February.
  10. Marco Del Negro & Frank Schorfheide, 2004. "Priors from General Equilibrium Models for VARS," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(2), pages 643-673, 05.
  11. Allan W. Gregory & Gregor W. Smith, 1991. "Calibration in Macroeconomics," Working Papers 826, Queen's University, Department of Economics.
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Cited by:
  1. Fan, Jingwen & Minford, Patrick & Ou, Zhirong, 2013. "The Fiscal Theory of the Price Level - identification and testing for the UK in the 1970s," Cardiff Economics Working Papers E2013/12, Cardiff University, Cardiff Business School, Economics Section.

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