IDEAS home Printed from https://ideas.repec.org/p/cpr/ceprdp/11819.html
   My bibliography  Save this paper

Testing part of a DSGE model by Indirect Inference

Author

Listed:
  • Minford, Patrick
  • Wickens, Michael R.
  • Xu, Yongdeng

Abstract

We propose a new type of test. Its aim is to test subsets of the structural equations of a DSGE model. The test draws on the statistical inference for limited information models and the use of indirect inference to test DSGE models. Using Monte Carlo experiments on two subsets of equations of the Smets-Wouters model we show that the model has accurate size and good power in small samples. In a test of the Smets-Wouters model on US Great Moderation data we reject the specification of the wage-price but not the expenditure sector, pointing to the first as the source of overall model rejection.

Suggested Citation

  • Minford, Patrick & Wickens, Michael R. & Xu, Yongdeng, 2017. "Testing part of a DSGE model by Indirect Inference," CEPR Discussion Papers 11819, C.E.P.R. Discussion Papers.
    • Handle: RePEc:cpr:ceprdp:11819
    as

    Download full text from publisher

    File URL: https://cepr.org/publications/DP11819
    Download Restriction: CEPR Discussion Papers are free to download for our researchers, subscribers and members. If you fall into one of these categories but have trouble downloading our papers, please contact us at subscribers@cepr.org
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Jesús Fernández-Villaverde & Juan F. Rubio-Ramírez & Thomas J. Sargent & Mark W. Watson, 2007. "ABCs (and Ds) of Understanding VARs," American Economic Review, American Economic Association, vol. 97(3), pages 1021-1026, June.
    2. McCallum, Bennett T, 1976. "Rational Expectations and the Natural Rate Hypothesis: Some Consistent Estimates," Econometrica, Econometric Society, vol. 44(1), pages 43-52, January.
    3. Minford, Patrick & Wickens, Michael & Xu, Yongdeng, 2016. "Comparing different data descriptors in Indirect Inference tests on DSGE models," Economics Letters, Elsevier, vol. 145(C), pages 157-161.
    4. Michael Wickens, 2014. "How Useful are DSGE Macroeconomic Models for Forecasting?," Open Economies Review, Springer, vol. 25(1), pages 171-193, February.
    5. 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.
    6. Godfrey, L. G. & Wickens, M. R., 1982. "A simple derivation of the limited information maximum likelihood estimator," Economics Letters, Elsevier, vol. 10(3-4), pages 277-283.
    7. 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.
    8. Frank Smets & Rafael Wouters, 2007. "Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach," American Economic Review, American Economic Association, vol. 97(3), pages 586-606, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. Testing part of a DSGE model by Indirect Inference
      by Christian Zimmermann in NEP-DGE blog on 2016-12-21 22:16:52

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. David Meenagh & Patrick Minford & Michael Wickens & Yongdeng Xu, 2019. "Testing DSGE Models by Indirect Inference: a Survey of Recent Findings," Open Economies Review, Springer, vol. 30(3), pages 593-620, July.
    2. 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).
    3. 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.
    4. Liu, Chunping & Minford, Patrick & Ou, Zhirong, 2022. "Modern Monetary Theory: the post-Crisis economy misunderstood?," Cardiff Economics Working Papers E2022/13, Cardiff University, Cardiff Business School, Economics Section.
    5. Minford, Patrick & Ou, Zhirong & Wickens, Michael & Zhu, Zheyi, 2021. "The eurozone: what is to be done?," Cardiff Economics Working Papers E2021/11, Cardiff University, Cardiff Business School, Economics Section.
    6. Patrick Minford & Zhirong Ou & Zheyi Zhu, 2022. "Is there Consumer Risk-Pooling in the Open Economy? The Evidence Reconsidered," Open Economies Review, Springer, vol. 33(1), pages 109-120, February.
    7. Minford, Patrick & Ou, Zhirong & Zhu, Zheyi, 2023. "On the determination of the real exchange rate in free markets: do consumer risk-pooling and uncovered interest parity differ and fit?," Cardiff Economics Working Papers E2023/2, Cardiff University, Cardiff Business School, Economics Section.
    8. Chunping Liu & Patrick Minford & Zhirong Ou, 2025. "Can Modern Monetary Theory fit the post‐Crisis US facts? Evidence from a full DSGE model," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(1), pages 983-1006, January.
    9. Hatcher, Michael & Minford, Patrick, 2023. "Chameleon models in economics: A note," Cardiff Economics Working Papers E2023/10, Cardiff University, Cardiff Business School, Economics Section.
    10. Minford, Patrick & Ou, Zhirong & Zhu, Zheyi, 2023. "Testing for consumer risk-pooling in the open economy - further results," Cardiff Economics Working Papers E2023/3, Cardiff University, Cardiff Business School, Economics Section.
    11. 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).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Meenagh, David & Minford, Patrick & Wickens, Michael & Xu, Yongdeng, 2018. "The small sample properties of Indirect Inference in testing and estimating DSGE models," Cardiff Economics Working Papers E2018/7, Cardiff University, Cardiff Business School, Economics Section.
    2. Minford, Patrick & Wickens, Michael & Xu, Yongdeng, 2016. "Comparing different data descriptors in Indirect Inference tests on DSGE models," Economics Letters, Elsevier, vol. 145(C), pages 157-161.
    3. David Meenagh & Patrick Minford & Michael Wickens & Yongdeng Xu, 2019. "Testing DSGE Models by Indirect Inference: a Survey of Recent Findings," Open Economies Review, Springer, vol. 30(3), pages 593-620, July.
    4. David Meenagh & Patrick Minford & Yongdeng Xu, 2024. "Indirect Inference and Small Sample Bias — Some Recent Results," Open Economies Review, Springer, vol. 35(2), pages 245-259, April.
    5. 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.
    6. 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.
    7. Meenagh, David & Minford, Patrick & Wickens, Michael & Xu, Yongdeng, 2016. "What is the truth about DSGE models? Testing by indirect inference," Cardiff Economics Working Papers E2016/14, Cardiff University, Cardiff Business School, Economics Section.
    8. 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.
    9. Le, Vo Phuong Mai & Meenagh, David & Minford, Patrick & Wickens, Michael, 2017. "A Monte Carlo procedure for checking identification in DSGE models," Journal of Economic Dynamics and Control, Elsevier, vol. 76(C), pages 202-210.
    10. Minford, Patrick & Wickens, Michael R. & Meenagh, David & Xu, Yongdeng, 2015. "Comparing Indirect Inference and Likelihood testing: asymptotic and small sample results," CEPR Discussion Papers 10765, C.E.P.R. Discussion Papers.
    11. 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.
    12. Meenagh, David & Minford, Patrick & Xu, Yongdeng, 2022. "Targeting moments for calibration compared with indirect inference," Cardiff Economics Working Papers E2022/12, Cardiff University, Cardiff Business School, Economics Section.
    13. Olayinka Oyekola, 2022. "How Resilient Is the U.S. Economy to Foreign Disturbances?," Mathematics, MDPI, vol. 10(9), pages 1-33, April.
    14. Le, Vo Phuong Mai & Meenagh, David & Minford, Patrick, 2018. "Oil and Commodities Drive the World Business Cycle: A Long-Commodity-Cycle Model of the World Economy Over a Century and a Half," Cardiff Economics Working Papers E2018/16, Cardiff University, Cardiff Business School, Economics Section.
    15. 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.
    16. 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.
    17. Liu, Chunping & Minford, Patrick, 2014. "Comparing behavioural and rational expectations for the US post-war economy," Economic Modelling, Elsevier, vol. 43(C), pages 407-415.
    18. Liu, Chunping & Minford, Patrick & Ou, Zhirong, 2022. "Modern Monetary Theory: the post-Crisis economy misunderstood?," Cardiff Economics Working Papers E2022/13, Cardiff University, Cardiff Business School, Economics Section.
    19. 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.
    20. Fan, Jingwen & Minford, Patrick & Ou, Zhirong, 2013. "The Fiscal Theory of the Price Level - identification and testing for the UK in the 1970s," Cardiff Economics Working Papers E2013/12, Cardiff University, Cardiff Business School, Economics Section.

    More about this item

    Keywords

    Sub sectors of models; Limited information; indirect inference; Testing dsge models equations; Monte carlo; Power; Test size;
    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:cpr:ceprdp:11819. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://www.cepr.org .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.