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Bayesian estimation of NOEM models: identification and inference in small samples

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  • Enrique Martínez-García
  • Diego Vilán
  • Mark Wynne

Abstract

This paper studies the (potential) weak identification of these relationships in the context of a fully specified structural model using Bayesian estimation techniques. We trace the problems to sample size, rather than misspecification bias. We conclude that standard macroeconomic time series with a coverage of less than forty years are subject to potentially serious identification issues, and also to model selection errors. We recommend estimation with simulated data prior to bringing the model to the actual data as a way of detecting parameters that are susceptible to weak identification in short samples.

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File URL: http://www.dallasfed.org/assets/documents/institute/wpapers/2012/0105.pdf
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Bibliographic Info

Paper provided by Federal Reserve Bank of Dallas in its series Globalization and Monetary Policy Institute Working Paper with number 105.

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Date of creation: 2012
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Handle: RePEc:fip:feddgw:105

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Keywords: Macroeconomics - Econometric models;

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  1. Peter J. Klenow & Oleksiy Kryvtsov, 2005. "State-Dependent or Time-Dependent Pricing: Does it Matter for Recent U.S. Inflation?," NBER Working Papers 11043, National Bureau of Economic Research, Inc.
  2. Richard Clarida & Jordi Gali & Mark Gertler, 2002. "A Simple Framework for International Monetary Policy Analysis," NBER Working Papers 8870, National Bureau of Economic Research, Inc.
  3. Campbell Leith & Jim Malley, 2002. "Estimated Open Economy New Keynesian Phillips Curves for the G7," Working Papers 2002_8, Business School - Economics, University of Glasgow.
  4. David K. Backus & Patrick J. Kehoe & Finn E. Kydland, 1992. "Dynamics of the trade balance and the terms of trade: the S-curve," Working Paper 9211, Federal Reserve Bank of Cleveland.
  5. Malin Adolfson & Stefan Laséen & Jesper Lindé & Mattias Villani, 2005. "The Role of Sticky Prices in an Open Economy DSGE Model: A Bayesian Investigation," Journal of the European Economic Association, MIT Press, vol. 3(2-3), pages 444-457, 04/05.
  6. Enrique Martinez-Garcia & Mark A. Wynne, 2010. "The global slack hypothesis," Staff Papers, Federal Reserve Bank of Dallas, issue Sep.
  7. V.V. Chari & Patrick J. Kehoe & Ellen R. McGrattan, 2000. "Can Sticky Price Models Generate Volatile and Persistent Real Exchange Rates?," NBER Working Papers 7869, National Bureau of Economic Research, Inc.
  8. Emmanuel Dhyne & Luis J. Alvarez & Herve Le Bihan & Giovanni Veronese & Daniel Dias & Johannes Hoffmann & Nicole Jonker & Patrick Lunnemann & Fabio Rumler & Jouko Vilmunen, 2006. "Price Changes in the Euro Area and the United States: Some Facts from Individual Consumer Price Data," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 171-192, Spring.
  9. José-Víctor Ríos-Rull & Frank Schorfheide & Cristina Fuentes-Albero & Raul Santaeulalia-Llopis & Maxym Kryshko, 2009. "Methods versus substance: measuring the effects of technology shocks on hours," Staff Report 433, Federal Reserve Bank of Minneapolis.
  10. Jian Wang & Charles Engel, 2008. "International Trade in Durable Goods: Understanding Volatility, Cyclicality, and Elasticities," 2008 Meeting Papers 210, Society for Economic Dynamics.
  11. James Bullard & Kaushik Mitra, . "Determinacy, Learnability, and Monetary Policy Inertia," Discussion Papers 00/43, Department of Economics, University of York.
  12. Mark Bils & Peter J. Klenow, 2002. "Some Evidence on the Importance of Sticky Prices," NBER Working Papers 9069, National Bureau of Economic Research, Inc.
  13. Charles Engel, 2011. "Currency Misalignments and Optimal Monetary Policy: A Reexamination," American Economic Review, American Economic Association, vol. 101(6), pages 2796-2822, October.
  14. Fabio Rumler, 2005. "Estimates of the Open Economy New Keynesian Phillips Curve for Euro Area Countries," Working Papers 102, Oesterreichische Nationalbank (Austrian Central Bank).
  15. Katharine S. Neiss and Edward Nelson, 2001. "The Real Interest Rate Gap as an Inflation Indicator," Computing in Economics and Finance 2001 145, Society for Computational Economics.
  16. Villemot, Sébastien, 2011. "Solving rational expectations models at first order: what Dynare does," Dynare Working Papers 2, CEPREMAP.
  17. Bullard, James & Singh, Aarti, 2008. "Worldwide macroeconomic stability and monetary policy rules," Journal of Monetary Economics, Elsevier, vol. 55(Supplemen), pages S34-S47, October.
  18. Ferroni, Filippo, 2009. "Trend agnostic one step estimation of DSGE models," MPRA Paper 14550, University Library of Munich, Germany.
  19. Katharine Neiss & Edward Nelson, 2002. "Inflation dynamics, marginal cost, and the output gap: evidence from three countries," Proceedings, Federal Reserve Bank of San Francisco, issue Mar.
  20. Heathcote, Jonathan & Perri, Fabrizio, 1999. "Financial Autarky and International Business Cycles," Working Paper Series in Economics and Finance 320, Stockholm School of Economics, revised 30 Apr 2000.
  21. Glenn D. Rudebusch, 2005. "Monetary policy inertia: fact or fiction?," Working Paper Series 2005-19, Federal Reserve Bank of San Francisco.
  22. Michael P. Keane, 2011. "Labor Supply and Taxes: A Survey," Journal of Economic Literature, American Economic Association, vol. 49(4), pages 961-1075, December.
  23. Julio J. Rotemberg & Michael Woodford, 1998. "Interest-Rate Rules in an Estimated Sticky Price Model," NBER Working Papers 6618, National Bureau of Economic Research, Inc.
  24. Motohiro Yogo, 2004. "Estimating the Elasticity of Intertemporal Substitution When Instruments Are Weak," The Review of Economics and Statistics, MIT Press, vol. 86(3), pages 797-810, August.
  25. Calvo, Guillermo A., 1983. "Staggered prices in a utility-maximizing framework," Journal of Monetary Economics, Elsevier, vol. 12(3), pages 383-398, September.
  26. Emi Nakamura & Jón Steinsson, 2008. "Five Facts about Prices: A Reevaluation of Menu Cost Models," The Quarterly Journal of Economics, MIT Press, vol. 123(4), pages 1415-1464, November.
  27. Adolfson, Malin & Laséen, Stefan & Lindé, Jesper & Villani, Mattias, 2008. "Evaluating an estimated new Keynesian small open economy model," Journal of Economic Dynamics and Control, Elsevier, vol. 32(8), pages 2690-2721, August.
  28. Klenow, Peter J. & Malin, Benjamin A., 2010. "Microeconomic Evidence on Price-Setting," Handbook of Monetary Economics, in: Benjamin M. Friedman & Michael Woodford (ed.), Handbook of Monetary Economics, edition 1, volume 3, chapter 6, pages 231-284 Elsevier.
  29. Hall, Robert E, 1988. "Intertemporal Substitution in Consumption," Journal of Political Economy, University of Chicago Press, vol. 96(2), pages 339-57, April.
  30. Adolfson, Malin & Laseen, Stefan & Linde, Jesper & Villani, Mattias, 2007. "Bayesian estimation of an open economy DSGE model with incomplete pass-through," Journal of International Economics, Elsevier, vol. 72(2), pages 481-511, July.
  31. Canova, Fabio, 1994. "Statistical Inference in Calibrated Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 9(S), pages S123-44, Suppl. De.
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