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Testing DSGE Models by indirect inference: a survey of recent findings

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We review recent findings in the application of Indirect Inference to DSGE models. We show that researchers should tailor the power of their test to the model under investigation in order to achieve a balance between high power and model tractability; this will involve choosing only a limited number of variables on whose behaviour they should focus. Also recent work reveals that it makes little difference which these variables are or how their behaviour is measured whether via A VAR, IRFs or Moments. We also review identification issues and whether alternative evaluation methods such as forecasting or Likelihood ratio tests are potentially helpful.

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  • Meenagh, David & Minford, Patrick & Wickens, Michael & Xu, Yongdeng, 2018. "Testing DSGE Models by indirect inference: a survey of recent findings," Cardiff Economics Working Papers E2018/14, Cardiff University, Cardiff Business School, Economics Section.
    • Handle: RePEc:cdf:wpaper:2018/14
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    19. 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.
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    22. 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.
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    Cited by:

    1. Zhiqi Zhao & David Meenagh & Patrick Minford, 2022. "Should Hong Kong switch to Taylor rule?—Evidence from DSGE model," Applied Economics, Taylor & Francis Journals, vol. 54(50), pages 5851-5872, October.
    2. Xieer Dai & Michael Beenstock & Daniel Felsenstein & David Genesove & Nikita Kotsenko, 2023. "'Traffic light' theory for Covid-19 spatial mitigation policy design," Journal of Spatial Econometrics, Springer, vol. 4(1), pages 1-35, December.
    3. Patrick Minford & Yue Gai & David Meenagh, 2022. "North and South: A Regional Model of the UK," Open Economies Review, Springer, vol. 33(3), pages 565-616, July.
    4. Pedro Chaim & Márcio Poletti Laurini, 2022. "Data Cloning Estimation and Identification of a Medium-Scale DSGE Model," Stats, MDPI, vol. 6(1), pages 1-13, December.
    5. Jenyu Chou & Yifei Cao & Patrick Minford, 2023. "Evaluation and indirect inference estimation of inattentive features in a New Keynesian framework," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 42(3), pages 530-542, April.
    6. Vo Phuong Mai Le & David Meenagh & Patrick Minford, 2024. "The Role of Fiscal Policy — A Survey of Recent Empirical Findings," Open Economies Review, Springer, vol. 35(5), pages 985-998, November.
    7. Le, Vo Phuong Mai & Meenagh, David & Minford, Patrick, 2023. "Could an economy get stuck in a rational pessimism bubble? The case of Japan," Cardiff Economics Working Papers E2023/13, Cardiff University, Cardiff Business School, Economics Section.
    8. Lucy Minford & David Meenagh, 2020. "Supply-Side Policy and Economic Growth: A Case Study of the UK," Open Economies Review, Springer, vol. 31(1), pages 159-193, February.
    9. Gang Chen & Xue Dong & Patrick Minford & Guanhua Qiu & Yongdeng Xu & Zequn Xu, 2022. "Computable General Equilibrium Models of Trade in the Modern Trade Policy Debate," Open Economies Review, Springer, vol. 33(2), pages 271-309, April.
    10. Vo Phuong Mai Le & Kent Matthews & David Meenagh & Patrick Minford & Zhiguo Xiao, 2021. "China’s market economy, shadow banking and the frequency of growth slowdown," Manchester School, University of Manchester, vol. 89(5), pages 420-444, September.
    11. Patrick Minford & Zhirong Ou & Zheyi Zhu, 2021. "Can a small New Keynesian model of the world economy with risk‐pooling match the facts?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 1993-2021, April.
    12. David Meenagh & Patrick Minford & Michael R. Wickens, 2022. "The Macroeconomic Controversy Over Price Rigidity — How to Resolve it and How Bayesian Estimation has Led us Astray," Open Economies Review, Springer, vol. 33(4), pages 617-630, September.
    13. 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.
    14. 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.
    15. Minford, Patrick & Meenagh, David & Wickens, Michael R., 2021. "Estimating macro models and the potentially misleading nature of Bayesian estimation," CEPR Discussion Papers 15684, C.E.P.R. Discussion Papers.
    16. Wickens, Michael R. & Pagan, Adrian, 2019. "Checking if the Straitjacket Fits," CEPR Discussion Papers 14140, C.E.P.R. Discussion Papers.
    17. Xiaoliang Yang & Patrick Minford & David Meenagh, 2021. "Inequality and Economic Growth in the UK," Open Economies Review, Springer, vol. 32(1), pages 37-69, February.
    18. Maksim Isakin & Phuong V. Ngo, 2022. "Multiplicity in New Keynesian Models," Open Economies Review, Springer, vol. 33(3), pages 505-521, July.
    19. Olayinka Oyekola, 2022. "How Resilient Is the U.S. Economy to Foreign Disturbances?," Mathematics, MDPI, vol. 10(9), pages 1-33, April.
    20. Minford, Patrick & Xu, Yongdeng, 2024. "Indirect Inference- a methodological essay on its role and applications," Cardiff Economics Working Papers E2024/1, Cardiff University, Cardiff Business School, Economics Section.
    21. Hatcher, Michael & Minford, Patrick, 2023. "Chameleon models in economics: A note," Cardiff Economics Working Papers E2023/10, Cardiff University, Cardiff Business School, Economics Section.
    22. Minford, Patrick & Xu, Yongdeng & Dong, Xue, 2023. "Testing competing world trade models against the facts of world trade," Journal of International Money and Finance, Elsevier, vol. 138(C).
    23. Adem Feto & M. K. Jayamohan & Arnis Vilks, 2023. "Applicability and Accomplishments of DSGE Modeling: A Critical Review," Journal of Business Cycle Research, Springer;Centre for International Research on Economic Tendency Surveys (CIRET), vol. 19(2), pages 213-239, September.
    24. Feto, Adem & M. K., Jayamohan, 2023. "Can Ethiopia Reach a Lower-Middle-Income Status by 2025? A Framework of DSGE and VAR Models," Ethiopian Journal of Economics, Ethiopian Economics Association, vol. 32(01), April.
    25. 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

    Pseudo-true inference; DSGE models; Indirect Inference; Wald tests; Likelihood Ratio tests; robustness;
    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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