IDEAS home Printed from https://ideas.repec.org/a/wly/japmet/v34y2019i2p205-220.html
   My bibliography  Save this article

Selecting structural innovations in DSGE models

Author

Listed:
  • Filippo Ferroni
  • Stefano Grassi
  • Miguel A. León‐Ledesma

Abstract

Dynamic stochastic general equilibrium (DSGE) models are typically estimated assuming the existence of certain structural shocks that drive macroeconomic fluctuations. We analyze the consequences of estimating shocks that are “nonexistent” and propose a method to select the economic shocks driving macroeconomic uncertainty. Forcing these nonexisting shocks in estimation produces a downward bias in the estimated internal persistence of the model. We show how these distortions can be reduced by using priors for standard deviations whose support includes zero. The method allows us to accurately select shocks and estimate model parameters with high precision. We revisit the empirical evidence on an industry standard medium‐scale DSGE model and find that government and price markup shocks are innovations that do not generate statistically significant dynamics.

Suggested Citation

  • Filippo Ferroni & Stefano Grassi & Miguel A. León‐Ledesma, 2019. "Selecting structural innovations in DSGE models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 34(2), pages 205-220, March.
    • Handle: RePEc:wly:japmet:v:34:y:2019:i:2:p:205-220
    DOI: 10.1002/jae.2664
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/jae.2664
    Download Restriction: no
    File URL: https://libkey.io/10.1002/jae.2664?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Citations

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


    Cited by:

    1. Inaba, Masaru & Nutahara, Kengo & Shirai, Daichi, 2022. "What drives fluctuations of labor wedge and business cycles? Evidence from Japan," Journal of Macroeconomics, Elsevier, vol. 72(C).
    2. Stefan Schiman, 2021. "Labor Supply Shocks and the Beveridge Curve: Empirical Evidence from EU Enlargement," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 40, pages 108-127, April.
    3. C. Bora Durdu & Molin Zhong, 2023. "Understanding Bank and Nonbank Credit Cycles: A Structural Exploration," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 55(1), pages 103-142, February.
    4. Andrew Binning, 2024. "Calculating Government Consumption Multipliers in New Zealand Using an Estimated DSGE Model," Treasury Working Paper Series 24/01, New Zealand Treasury.
    5. Damioli, Giacomo & Gregori, Wildmer Daniel, 2021. "Diplomatic relations and cross-border investments in the European Union," JRC Working Papers in Economics and Finance 2021-02, Joint Research Centre, European Commission.
    6. Higgins, C. Richard, 2023. "Risk and Uncertainty: The Role of Financial Frictions," Economic Modelling, Elsevier, vol. 119(C).
    7. Berger, Tino & Everaert, Gerdie & Pozzi, Lorenzo, 2021. "Testing for international business cycles: A multilevel factor model with stochastic factor selection," Journal of Economic Dynamics and Control, Elsevier, vol. 128(C).
    8. Giovannini, Massimo & Pfeiffer, Philipp & Ratto, Marco, 2021. "Efficient and robust inference of models with occasionally binding constraints," JRC Working Papers in Economics and Finance 2021-03, Joint Research Centre, European Commission.
    9. Calo, Silvia & Gregori, Wildmer Daniel & Petracco Giudici, Marco & Rancan, Michela, 2021. "Has the Comprehensive Assessment made the European financial system more resilient?," JRC Working Papers in Economics and Finance 2021-08, Joint Research Centre, European Commission.

    More about this item

    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:wly:japmet:v:34:y:2019:i:2:p:205-220. 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.

    We have no bibliographic references for this item. You can help adding them by using 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.interscience.wiley.com/jpages/0883-7252/ .

    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.