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Testing macroeconomic models by indirect inference on unfiltered data

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We extend the method of indirect inference testing to data that is not filtered and so may be non-stationary. We apply the method to an open economy real business cycle model on UK data. We review the method using a Monte Carlo experiment and find that it performs accurately and has good power.

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  • Meenagh, David & Minford, Patrick & Wickens, Michael, 2012. "Testing macroeconomic models by indirect inference on unfiltered data," Cardiff Economics Working Papers E2012/17, Cardiff University, Cardiff Business School, Economics Section.
    • Handle: RePEc:cdf:wpaper:2012/17
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    14. 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.
    15. Orphanides, Athanasios, 2003. "Monetary policy evaluation with noisy information," Journal of Monetary Economics, Elsevier, vol. 50(3), pages 605-631, April.
    16. 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.
    17. John B. Taylor, 1999. "Monetary Policy Rules," NBER Books, National Bureau of Economic Research, Inc, number tayl99-1, June.
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    21. Dridi, Ramdan & Guay, Alain & Renault, Eric, 2007. "Indirect inference and calibration of dynamic stochastic general equilibrium models," Journal of Econometrics, Elsevier, vol. 136(2), pages 397-430, February.
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    Cited by:

    1. Li Dai & Patrick Minford & Peng Zhou, 2015. "A DSGE model of China," Applied Economics, Taylor & Francis Journals, vol. 47(59), pages 6438-6460, December.
    2. 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.
    3. Vo Le & Kent Matthews & David Meenagh & Patrick Minford & Zhiguo Xiao, 2014. "Banking and the Macroeconomy in China: A Banking Crisis Deferred?," Open Economies Review, Springer, vol. 25(1), pages 123-161, February.
    4. Meenagh, David & Minford, Patrick & Yang, Xiaoliang, 2018. "A heterogeneous-agent model of growth and inequality for the UK," Cardiff Economics Working Papers E2018/17, Cardiff University, Cardiff Business School, Economics Section.
    5. 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.
    6. Minford, Patrick & Ou, Zhirong & Fan, Jingwen, 2013. "The Fiscal Theory of the Price Level - identification and testing for the UK in the 1970s," CEPR Discussion Papers 9763, C.E.P.R. Discussion Papers.
    7. Le, Vo Phuong Mai & Matthews, Kent & Meenagh, David & Minford, Patrick & Xiao, Zhiguo, 2015. "China s financial crisis the role of banks and monetary policy," Cardiff Economics Working Papers E2015/1, Cardiff University, Cardiff Business School, Economics Section.
    8. Chen, Haixia & Le, Vo Phuong Mai & Meenagh, David & Minford, Patrick, 2023. "UK Monetary Policy in An Estimated DSGE Model with State-Dependent Price and Wage Contracts," Cardiff Economics Working Papers E2023/22, Cardiff University, Cardiff Business School, Economics Section.
    9. Olayinka Oyekola & David Meenagh & Patrick Minford, 2023. "Global Shocks in the US Economy: Effects on Output and the Real Exchange Rate," Open Economies Review, Springer, vol. 34(2), pages 411-435, April.
    10. 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.
    11. 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.
    12. Nasir Aminu, 2018. "Evaluation of a DSGE Model of Energy in the United Kingdom Using Stationary Data," Computational Economics, Springer;Society for Computational Economics, vol. 51(4), pages 1033-1068, April.
    13. Meenagh, David & Minford, Patrick & Oyekola, Olayinka, 2015. "Oil Prices and the Dynamics of Output and Real Exchange Rate," Cardiff Economics Working Papers E2015/18, Cardiff University, Cardiff Business School, Economics Section.

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    More about this item

    Keywords

    Bootstrap; DSGE; VECM; indirect inference; Monte Carlo;
    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
    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • E1 - Macroeconomics and Monetary Economics - - General Aggregative Models

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