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Policy analysis in real time using IMF's monetary model

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  • Akram, Q. Farooq

Abstract

We investigate to what extent estimated relationships of the IMF's monetary model and their policy implications are sample dependent. We observe that estimates of the model's key parameters and model-based measures of macroeconomic disequilibria are highly dependent on the data vintage employed. Changes in parameter estimates solely due to data revisions are found to be much smaller than those owing to parameter instability, possibly reflecting model misspecification. Moreover, instability in parameter estimates contributes to more uncertainty in assessments of macroeconomic disequilibria than data revisions. Analyses based on a version of the model in difference form are also found to be quite sensitive to the data vintage employed, although to a lesser extent than those based on the standard version of the model with variables in levels.

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  • Akram, Q. Farooq, 2011. "Policy analysis in real time using IMF's monetary model," Economic Modelling, Elsevier, vol. 28(4), pages 1696-1709, July.
  • Handle: RePEc:eee:ecmode:v:28:y:2011:i:4:p:1696-1709
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    1. Maravall, Agustin & Pierce, David A, 1986. "The Transmission of Data Noise into Policy Noise in U.S. Monetary Control," Econometrica, Econometric Society, vol. 54(4), pages 961-979, July.
    2. Banerjee, Anindya & Dolado, Juan J. & Galbraith, John W. & Hendry, David, 1993. "Co-integration, Error Correction, and the Econometric Analysis of Non-Stationary Data," OUP Catalogue, Oxford University Press, number 9780198288107.
    3. Robert Engle & Clive Granger, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    4. Anthony Garratt & Shaun P Vahey, 2006. "UK Real-Time Macro Data Characteristics," Economic Journal, Royal Economic Society, vol. 116(509), pages 119-135, February.
    5. Eric Ghysels & Norman R. Swanson & Myles Callan, 2002. "Monetary Policy Rules with Model and Data Uncertainty," Southern Economic Journal, Southern Economic Association, vol. 69(2), pages 239-265, October.
    6. Polak, Jacques J., 1998. "The IMF monetary model at 40," Economic Modelling, Elsevier, vol. 15(3), pages 395-410, July.
    7. Stark, Tom & Croushore, Dean, 2002. "Forecasting with a real-time data set for macroeconomists," Journal of Macroeconomics, Elsevier, vol. 24(4), pages 507-531, December.
    8. Morris Goldstein & Mohsin S. Khan, 2017. "Income and Price Effects in Foreign Trade," World Scientific Book Chapters, in: TRADE CURRENCIES AND FINANCE, chapter 1, pages 3-81, World Scientific Publishing Co. Pte. Ltd..
    9. Khan, Mohsin S. & Montiel, Peter & Haque, Nadeem U., 1990. "Adjustment with growth : Relating the analytical approaches of the IMF and the World Bank," Journal of Development Economics, Elsevier, vol. 32(1), pages 155-179, January.
    10. Polak, J.J., 1991. "The Changing Nature of IMF Conditionality," Princeton Studies in International Economics 184, International Economics Section, Departement of Economics Princeton University,.
    11. J. J. Polak & Victor Argy, 1971. "Credit Policy and the Balance of Payments (La politique du crédit et la balance des paiements) (La política crediticia y la balanza de pagos)," IMF Staff Papers, Palgrave Macmillan, vol. 18(1), pages 1-24, March.
    12. Jacques J. Polak, 1991. "The Changing Nature of IMF Conditionality," OECD Development Centre Working Papers 41, OECD Publishing.
    13. Carmen M. Reinhart, 1990. "A Model of Adjustment and Growth: An Empirical Analysis," IMF Staff Papers, Palgrave Macmillan, vol. 37(1), pages 168-182, March.
    14. Anthony Garratt & Gary Koop & Shaun P. Vahey, 2008. "Forecasting Substantial Data Revisions in the Presence of Model Uncertainty," Economic Journal, Royal Economic Society, vol. 118(530), pages 1128-1144, July.
    15. Qin, Duo & Quising, Pilipinas & He, Xinhua & Liu, Shiguo, 2005. "Modeling monetary transmission and policy in China," Journal of Policy Modeling, Elsevier, vol. 27(2), pages 157-175, March.
    16. Whitney Newey & Kenneth West, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    17. Mr. Jan Giehm Mikkelsen, 1998. "A Model for Financial Programming," IMF Working Papers 1998/080, International Monetary Fund.
    18. J. J. Polak, 1957. "Monetary Analysis of Income Formation and Payments Problems," IMF Staff Papers, Palgrave Macmillan, vol. 6(1), pages 1-50, November.
    19. Easterly, William, 2006. "An identity crisis? Examining IMF financial programming," World Development, Elsevier, vol. 34(6), pages 964-980, June.
    20. Lars Peter Hansen & Thomas J. Sargent, 2001. "Acknowledging Misspecification in Macroeconomic Theory," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 4(3), pages 519-535, July.
    21. Clark, Todd E. & McCracken, Michael W., 2009. "Tests of Equal Predictive Ability With Real-Time Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 27(4), pages 441-454.
    22. Michael Mussa & Miguel Savastano, 2000. "The IMF Approach to Economic Stabilization," NBER Chapters, in: NBER Macroeconomics Annual 1999, Volume 14, pages 79-128, National Bureau of Economic Research, Inc.
    23. Akram, Q. Farooq, 2011. "Policy analysis in real time using IMF's monetary model," Economic Modelling, Elsevier, vol. 28(4), pages 1696-1709, July.
    24. Croushore, Dean & Stark, Tom, 2001. "A real-time data set for macroeconomists," Journal of Econometrics, Elsevier, vol. 105(1), pages 111-130, November.
    25. Athanasios Orphanides & Simon van Norden, 2002. "The Unreliability of Output-Gap Estimates in Real Time," The Review of Economics and Statistics, MIT Press, vol. 84(4), pages 569-583, November.
    26. Hendry, David F, 1997. "The Econometrics of Macroeconomic Forecasting," Economic Journal, Royal Economic Society, vol. 107(444), pages 1330-1357, September.
    27. Mr. James M. Boughton, 2004. "The IMF and the force of History: Ten Events and Ten Ideas that Have Shaped the Institution," IMF Working Papers 2004/075, International Monetary Fund.
    28. Athanasios Orphanides, 2001. "Monetary Policy Rules Based on Real-Time Data," American Economic Review, American Economic Association, vol. 91(4), pages 964-985, September.
    29. Charles L. Evans, 1998. "Real-time Taylor rules and the federal funds futures market," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 22(Q III), pages 44-55.
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    2. Akram, Q. Farooq, 2011. "Policy analysis in real time using IMF's monetary model," Economic Modelling, Elsevier, vol. 28(4), pages 1696-1709, July.

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    JEL classification:

    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • E41 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Demand for Money
    • E47 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Forecasting and Simulation: Models and Applications
    • F17 - International Economics - - Trade - - - Trade Forecasting and Simulation

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