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Testing a Model of the UK by the Method of Indirect Inference

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  • Minford, Patrick
  • Meenagh, David
  • Theodoridis, Konstantinos

Abstract

We use the method of indirect inference to test a full open economy model of the UK that has been in forecasting use for three decades. The test establishes, using a Wald statistic, whether the parameters of a time-series representation estimated on the actual data lie within some confidence interval of the model-implied distribution. Various forms of time-series representations that could deal with the UK's various changes of monetary regime are tried; two are retained as adequate. The model is rejected under one but marginally accepted under the other, suggesting that with some modifications it could achieve general acceptability and that the testing method is worth investigating further.

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  • Minford, Patrick & Meenagh, David & Theodoridis, Konstantinos, 2008. "Testing a Model of the UK by the Method of Indirect Inference," CEPR Discussion Papers 6849, C.E.P.R. Discussion Papers.
    • Handle: RePEc:cpr:ceprdp:6849
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    1. Patrick Minford & David Meenagh & Bruce Webb, 2004. "Britain and EMU: Assessing the Costs in Macroeconomic Variability," The World Economy, Wiley Blackwell, vol. 27(3), pages 301-358, March.
    2. Watson, Mark W, 1993. "Measures of Fit for Calibrated Models," Journal of Political Economy, University of Chicago Press, vol. 101(6), pages 1011-1041, December.
    3. McCallum, Bennett T & Nelson, Edward, 2000. "Monetary Policy for an Open Economy: An Alternative Framework with Optimizing Agents and Sticky Prices," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 16(4), pages 74-91, Winter.
    4. White,Halbert, 1996. "Estimation, Inference and Specification Analysis," Cambridge Books, Cambridge University Press, number 9780521574464, January.
    5. Frank Schorfheide, 2000. "Loss function-based evaluation of DSGE models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(6), pages 645-670.
    6. Christiano, Lawrence J & Eichenbaum, Martin, 1992. "Current Real-Business-Cycle Theories and Aggregate Labor-Market Fluctuations," American Economic Review, American Economic Association, vol. 82(3), pages 430-450, June.
    7. Fair, Ray C & Taylor, John B, 1983. "Solution and Maximum Likelihood Estimation of Dynamic Nonlinear Rational Expectations Models," Econometrica, Econometric Society, vol. 51(4), pages 1169-1185, July.
    8. Nason, James M & Cogley, Timothy, 1994. "Testing the Implications of Long-Run Neutrality for Monetary Business Cycle Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 9(S), pages 37-70, Suppl. De.
    9. McCallum, Bennett T. & Nelson, Edward, 1999. "Nominal income targeting in an open-economy optimizing model," Journal of Monetary Economics, Elsevier, vol. 43(3), pages 553-578, June.
    10. 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.
    11. 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, May.
    12. Francis X. Diebold & Lee E. Ohanian & Jeremy Berkowitz, 1998. "Dynamic Equilibrium Economies: A Framework for Comparing Models and Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(3), pages 433-451.
    13. 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 63-84, Suppl. De.
    14. 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.
    15. Minford, Patrick, 1980. "A rational expectations model of the United Kingdom under fixed and floating exchange rates : Errata," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 13(1), pages 299-355, January.
    16. Brunner, Karl & Meltzer, Allan H., 1980. "On the state of macroeconomics," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 12(1), pages 1-5, January.
    17. Burnside, Craig & Eichenbaum, Martin & Rebelo, Sergio, 1993. "Labor Hoarding and the Business Cycle," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 245-273, April.
    18. Corradi, Valentina & Swanson, Norman R., 2007. "Evaluation of dynamic stochastic general equilibrium models based on distributional comparison of simulated and historical data," Journal of Econometrics, Elsevier, vol. 136(2), pages 699-723, February.
    19. Soderlind, Paul, 1994. "Cyclical Properties of a Real Business Cycle Model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 9(S), pages 113-122, Suppl. De.
    20. Maxwell B. Stinchcombe & Halbert White, 1992. "Some Measurability Results for Extrema of Random Functions Over Random Sets," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(3), pages 495-514.
    21. Minford, Patrick & Nowell, Eric & Meenagh, David & Sofat, Prakriti, 2005. "Real Exchange Rate Overshooting RBC Style," CEPR Discussion Papers 5029, C.E.P.R. Discussion Papers.
    22. Minford, Patrick, 1980. "A rational expectations model of the United Kingdom under fixed and floating exchange rates," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 12(1), pages 293-355, January.
    23. Allan W. Gregory & Gregor W. Smith, 1991. "Calibration in Macroeconomics," Working Paper 826, Economics Department, Queen's University.
    24. Andrews, M J & Minford, A P L & Riley, J, 1996. "On Comparing Macroeconomic Models Using Forecast Encompassing Tests," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(2), pages 279-305, May.
    25. 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.
    26. Minford, Patrick & Webb, Bruce, 2005. "Estimating large rational expectations models by FIML--some experiments using a new algorithm with bootstrap confidence limits," Economic Modelling, Elsevier, vol. 22(1), pages 187-205, January.
    27. DeJong, David N. & Ingram, Beth F. & Whiteman, Charles H., 2000. "A Bayesian approach to dynamic macroeconomics," Journal of Econometrics, Elsevier, vol. 98(2), pages 203-223, October.
    28. Fernandez-Villaverde, Jesus & Francisco Rubio-Ramirez, Juan, 2004. "Comparing dynamic equilibrium models to data: a Bayesian approach," Journal of Econometrics, Elsevier, vol. 123(1), pages 153-187, November.
    29. Feve, Patrick & Langot, Francois, 1994. "The RBC Models through Statistical Inference: An Application with French Data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 9(S), pages 11-35, Suppl. De.
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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. Gai, Yue & Minford, Patrick & Ou, Zhirong, 2020. "Is housing collateral important to the business cycle? Evidence from China," Journal of International Money and Finance, Elsevier, vol. 109(C).
    3. Fan, Jingwen & Minford, Patrick & Ou, Zhirong, 2016. "The role of fiscal policy in Britain's Great Inflation," Economic Modelling, Elsevier, vol. 58(C), pages 203-218.
    4. Kateryna Onishchenko, 2012. "Can a pure real business cycle model explain the real exchange rate: the case of Ukraine," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 4(2), pages 111-135.
    5. Dong, Xue & Minford, Patrick & Meenagh, David, 2019. "How important are the international financial market imperfections for the foreign exchange rate dynamics: A study of the sterling exchange rate," Journal of International Money and Finance, Elsevier, vol. 94(C), pages 62-80.
    6. 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.
    7. 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.
    8. 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).
    9. Le, Vo Phuong Mai & Meenagh, David & Minford, Patrick, 2016. "Monetarism rides again? US monetary policy in a world of Quantitative Easing," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 44(C), pages 85-102.
    10. Fan, Jingwen & Minford, Patrick, 2009. "Can the Fiscal Theory of the price level explain UK inflation in the 1970s?," Cardiff Economics Working Papers E2009/26, Cardiff University, Cardiff Business School, Economics Section, revised Mar 2011.
    11. Thomai Filippeli, 2011. "Theoretical Priors for BVAR Models & Quasi-Bayesian DSGE Model Estimation," 2011 Meeting Papers 396, Society for Economic Dynamics.
    12. Filippeli, Thomai & Harrison, Richard & Theodoridis, Konstantinos, 2018. "DSGE-based Priors for BVARs & Quasi-Bayesian DSGE Estimation," Cardiff Economics Working Papers E2018/5, Cardiff University, Cardiff Business School, Economics Section.
    13. Aminu, Nasir & Meenagh, David & Minford, Patrick, 2018. "The role of energy prices in the Great Recession — A two-sector model with unfiltered data," Energy Economics, Elsevier, vol. 71(C), pages 14-34.
    14. Patrick Minford & David Meenagh & Jiang Wang, 2006. "Testing a Simple Structural Model of Endogenous Growth," CDMA Conference Paper Series 0606, Centre for Dynamic Macroeconomic Analysis.
    15. Lyu, Juyi & Le, Vo Phuong Mai & Meenagh, David & Minford, Patrick, 2023. "UK monetary policy in an estimated DSGE model with financial frictions," Journal of International Money and Finance, Elsevier, vol. 130(C).
    16. 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.
    17. Lyu, Juyi & Le, Vo Phuong Mai & Meenagh, David & Minford, Patrick, 2021. "Macroprudential regulation in the post-crisis era: Has the pendulum swung too far?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 74(C).
    18. Filippeli, Thomai & Harrison, Richard & Theodoridis, Konstantinos, 2020. "DSGE-based priors for BVARs and quasi-Bayesian DSGE estimation," Econometrics and Statistics, Elsevier, vol. 16(C), pages 1-27.
    19. 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.
    20. Phuong Mai Le, Vo & Matthews, Kent & Meenagh, David & Minford, Patrick & Xiao, Zhiguo, 2022. "Regulatory arbitrage, shadow banking and monetary policy in China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 80(C).

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    More about this item

    Keywords

    Bootstrap; indirect inference; Model evaluation; Non-linear time series models; Open economy models; Uk models;
    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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