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Testing a DSGE model of the EU using indirect inference

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  • David Meenagh
  • Patrick Minford
  • Michael Wickensy

Abstract

We use the method of indirect inference, using the bootstrap, to test the Smets and Wouters model of the EU against a VAR auxiliary equation describing their data; the test is based on the Wald statistic. We find that their model generates excessive variance compared with the data. If the errors are scaled down, then the original model marginally passes the Wald test. We compare a New Classical version of the model which passes the test but generates a combination of excessive inflation variance and inadequate output variance. If the large consumption and investment errors are removed as possibly due to low frequency events, then the New Classical version passes easily while the original version is strongly rejected.

Suggested Citation

  • 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.
    • Handle: RePEc:san:cdmacp:0709
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    1. Canova, Fabio, 1994. "Statistical Inference in Calibrated Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 9(S), pages 123-144, Suppl. De.
    2. 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.
    3. Gourieroux, C & Monfort, A & Renault, E, 1993. "Indirect Inference," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(S), pages 85-118, Suppl. De.
    4. N. Gregory Mankiw & Ricardo Reis, 2002. "Sticky Information versus Sticky Prices: A Proposal to Replace the New Keynesian Phillips Curve," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(4), pages 1295-1328.
    5. George W. Evans & Seppo Honkapohja, 2005. "An Interview with Thomas J. Sargent," CESifo Working Paper Series 1434, CESifo.
    6. Lucas, Robert Jr., 1972. "Expectations and the neutrality of money," Journal of Economic Theory, Elsevier, vol. 4(2), pages 103-124, April.
    7. Evans, George W. & Honkapohja, Seppo, 2005. "An Interview With Thomas J. Sargent," Macroeconomic Dynamics, Cambridge University Press, vol. 9(04), pages 561-583, September.
    8. Juillard, M., 2003. "Computing in economics and finance," Journal of Economic Dynamics and Control, Elsevier, vol. 27(11-12), pages 1939-1939, September.
    9. 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.
    10. Canzoneri, Matthew B. & Cumby, Robert E. & Diba, Behzad T., 2007. "Euler equations and money market interest rates: A challenge for monetary policy models," Journal of Monetary Economics, Elsevier, vol. 54(7), pages 1863-1881, October.
    11. Sims, Christopher A., 2003. "Implications of rational inattention," Journal of Monetary Economics, Elsevier, vol. 50(3), pages 665-690, April.
    12. Allan W. Gregory & Gregor W. Smith, 1991. "Calibration in Macroeconomics," Working Paper 826, Economics Department, Queen's University.
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    Cited by:

    1. Le, Vo Phuong Mai & Minford, Patrick & Wickens, Michael, 2010. "The 'Puzzles' methodology: En route to Indirect Inference?," Economic Modelling, Elsevier, vol. 27(6), pages 1417-1428, November.
    2. Vo Le & David Meenagh & Patrick Minford & Michael Wickens, 2010. "Two Orthogonal Continents? Testing a Two-country DSGE Model of the US and the EU Using Indirect Inference," Open Economies Review, Springer, vol. 21(1), pages 23-44, February.
    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. 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.
    5. Minford, Patrick & Ou, Zhirong & Wickens, Michael & Zhu, Zheyi, 2022. "The eurozone: What is to be done to maintain macro and financial stability?," Journal of Financial Stability, Elsevier, vol. 63(C).
    6. Andrew Hughes Hallett & Juan Carlos Martinez Oliva, 2013. "Currency War Or Currency Peace: The Dollar And Renminbi In A World Of Portfolio And Current Account Imbalances," China Economic Policy Review (CEPR), World Scientific Publishing Co. Pte. Ltd., vol. 2(01), pages 1-34.
    7. Le, Vo Phuong Mai & Minford, Patrick & Wickens, Michael, 2009. "Some problems in the testing of DSGE models," Cardiff Economics Working Papers E2009/31, Cardiff University, Cardiff Business School, Economics Section.
    8. ap Gwilym, Rhys, 2009. "The Monetary Policy Implications of Behavioral Asset Bubbles," Cardiff Economics Working Papers E2009/18, Cardiff University, Cardiff Business School, Economics Section.
    9. Andrew Hughes Hallett & Juan Martinez Oliva, 2012. "Reducing Global Imbalances: Can Fixed Exchange Rates and Current Account Limits Help?," Open Economies Review, Springer, vol. 23(1), pages 163-192, February.
    10. 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.
    11. Le, Vo Phuong Mai & Meenagh, David & Minford, Patrick & Wickens, Michael, 2015. "Small sample performance of indirect inference on DSGE models," Cardiff Economics Working Papers E2015/2, Cardiff University, Cardiff Business School, Economics Section.
    12. Vo Le & David Meenagh & Patrick Minford & Michael Wickens & Yongdeng Xu, 2016. "Testing Macro Models by Indirect Inference: A Survey for Users," Open Economies Review, Springer, vol. 27(1), pages 1-38, February.
    13. Patrick Minford, 2010. "The Banking Crisis: A Rational Interpretation," Political Studies Review, Political Studies Association, vol. 8(1), pages 40-54, January.
    14. Meenagh, David & Minford, Patrick & Nowell, Eric & Sofat, Prakriti & Srinivasan, Naveen, 2009. "Can the facts of UK inflation persistence be explained by nominal rigidity?," Economic Modelling, Elsevier, vol. 26(5), pages 978-992, September.

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    More about this item

    Keywords

    Bootstrap; DSGE Model; VAR model; Model of EU; indirect inference; Wald statistic.;
    All these keywords.

    JEL classification:

    • C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models

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