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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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    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. Dong, Xue & Minford, Patrick & Meenagh, David & Yang, Xiaoliang, 2023. "Bounded rational expectation: How it can affect the effectiveness of monetary rules in the open economy," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 88(C).
    13. 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.
    14. 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.
    15. 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.
    16. 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).
    17. 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.
    18. 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).
    19. 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.
    20. 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.
    21. 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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